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ORCIDEric Horvitz
Eric Joel Horvitz
Person information
- affiliation: Microsoft Research, Redmond, WA, USA
- award (2015): ACM - AAAI Allen Newell Award
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2020 – today
- 2025
[j73]Fahad Kamran, Donna Tjandra
, Thomas S. Valley, Hallie C. Prescott, Nigam H. Shah, Vincent X. Liu, Eric Horvitz, Jenna Wiens:
Reformulating patient stratification for targeting interventions by accounting for severity of downstream outcomes resulting from disease onset: a case study in sepsis. J. Am. Medical Informatics Assoc. 32(5): 905-913 (2025)- [c264]Santiago Cortes-Gomez, Carlos Miguel Patiño, Yewon Byun, Steven Wu, Eric Horvitz, Bryan Wilder:
Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification. ICLR 2025 - [c263]Alessandro Stolfo, Vidhisha Balachandran, Safoora Yousefi, Eric Horvitz, Besmira Nushi:
Improving Instruction-Following in Language Models through Activation Steering. ICLR 2025 - [i104]Saibo Geng, Hudson Cooper, Michal Moskal, Samuel Jenkins, Julian Berman, Nathan Ranchin, Robert West, Eric Horvitz, Harsha Nori:
Generating Structured Outputs from Language Models: Benchmark and Studies. CoRR abs/2501.10868 (2025) - [i103]Omar Shaikh, Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz:
Navigating Rifts in Human-LLM Grounding: Study and Benchmark. CoRR abs/2503.13975 (2025) - 2024
- [j72]Eric Horvitz, Vincent Conitzer, Sheila A. McIlraith, Peter Stone:
Now, Later, and Lasting: 10 Priorities for AI Research, Policy, and Practice. Commun. ACM 67(6): 39-40 (2024) - [j71]Abigail Sellen, Eric Horvitz:
The Rise of the AI Co-Pilot: Lessons for Design from Aviation and Beyond. Commun. ACM 67(7): 18-23 (2024) - [j70]Katelyn Morrison, Shamsi T. Iqbal, Eric Horvitz:
AI-Powered Reminders for Collaborative Tasks: Experiences and Futures. Proc. ACM Hum. Comput. Interact. 8(CSCW1): 1-20 (2024) - [c262]Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz:
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming. AAAI 2024: 10137-10144 - [c261]Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz:
Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming. CHI 2024: 142:1-142:16 - [c260]Dan Bohus, Sean Andrist, Yuwei Bao, Eric Horvitz, Ann Paradiso:
"Is This It?": Towards Ecologically Valid Benchmarks for Situated Collaboration. ICMI Companion 2024: 41-45 - [i102]Katelyn Morrison, Shamsi T. Iqbal, Eric Horvitz:
AI-Powered Reminders for Collaborative Tasks: Experiences and Futures. CoRR abs/2403.01365 (2024) - [i101]Eric Horvitz, Vincent Conitzer, Sheila A. McIlraith, Peter Stone:
Now, Later, and Lasting: Ten Priorities for AI Research, Policy, and Practice. CoRR abs/2404.04750 (2024) - [i100]Robert Osazuwa Ness, Katie Matton, Hayden S. Helm, Sheng Zhang, Junaid Bajwa, Carey E. Priebe, Eric Horvitz:
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering. CoRR abs/2406.06573 (2024) - [i99]Dan Bohus, Sean Andrist, Yuwei Bao, Eric Horvitz, Ann Paradiso:
"Is This It?": Towards Ecologically Valid Benchmarks for Situated Collaboration. CoRR abs/2409.10525 (2024) - [i98]Charlotte Bunne, Yusuf H. Roohani, Yanay Rosen, Ankit Gupta, Xikun Zhang, Marcel Roed, Theo Alexandrov, Mohammed AlQuraishi, Patricia Brennan, Daniel B. Burkhardt, Andrea Califano, Jonah Cool, Abby F. Dernburg, Kirsty Ewing, Emily B. Fox, Matthias Haury, Amy E. Herr, Eric Horvitz, Patrick D. Hsu, Viren Jain, Gregory R. Johnson, Thomas Kalil, David R. Kelley, Shana O. Kelley, Anna Kreshuk, Tim Mitchison, Stephani Otte, Jay Shendure, Nicolas J. Sofroniew, Fabian J. Theis, Christina V. Theodoris, Srigokul Upadhyayula, Marc Valer, Bo Wang, Eric Xing, Serena Yeung-Levy, Marinka Zitnik, Theofanis Karaletsos, Aviv Regev, Emma Lundberg, Jure Leskovec, Stephen R. Quake:
How to Build the Virtual Cell with Artificial Intelligence: Priorities and Opportunities. CoRR abs/2409.11654 (2024) - [i97]Santiago Cortes-Gomez, Carlos Miguel Patiño, Yewon Byun, Steven Wu, Eric Horvitz, Bryan Wilder:
Decision-Focused Uncertainty Quantification. CoRR abs/2410.01767 (2024) - [i96]Alessandro Stolfo, Vidhisha Balachandran, Safoora Yousefi, Eric Horvitz, Besmira Nushi:
Improving Instruction-Following in Language Models through Activation Steering. CoRR abs/2410.12877 (2024) - [i95]Harsha Nori, Naoto Usuyama, Nicholas King, Scott Mayer McKinney, Xavier Fernandes, Sheng Zhang, Eric Horvitz:
From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond. CoRR abs/2411.03590 (2024) - [i94]Kyle O'Brien, David Majercak, Xavier Fernandes, Richard Edgar, Jingya Chen, Harsha Nori, Dean Carignan, Eric Horvitz, Forough Poursabzi-Sangdeh:
Steering Language Model Refusal with Sparse Autoencoders. CoRR abs/2411.11296 (2024) - [i93]Gagan Bansal, Jennifer Wortman Vaughan, Saleema Amershi, Eric Horvitz, Adam Fourney, Hussein Mozannar, Victor Dibia, Daniel S. Weld:
Challenges in Human-Agent Communication. CoRR abs/2412.10380 (2024) - [i92]Peter G. Brodeur, Thomas A. Buckley, Zahir Kanjee, Ethan Goh, Evelyn Bin Ling, Priyank Jain, Stephanie Cabral, Raja-Elie Abdulnour, Adrian Haimovich, Jason A. Freed, Andrew Olson, Daniel J. Morgan, Jason Hom, Robert Gallo, Eric Horvitz, Jonathan H. Chen, Arjun K. Manrai, Adam Rodman:
Superhuman performance of a large language model on the reasoning tasks of a physician. CoRR abs/2412.10849 (2024) - 2023
- [j69]Tom Hope, Doug Downey, Daniel S. Weld, Oren Etzioni, Eric Horvitz:
A Computational Inflection for Scientific Discovery. Commun. ACM 66(8): 62-73 (2023) - [c259]Michael Poli, Stefano Massaroli, Stefano Ermon, Bryan Wilder, Eric Horvitz:
Ideal Abstractions for Decision-Focused Learning. AISTATS 2023: 10223-10234 - [i91]Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott M. Lundberg, Harsha Nori, Hamid Palangi, Marco Túlio Ribeiro, Yi Zhang:
Sparks of Artificial General Intelligence: Early experiments with GPT-4. CoRR abs/2303.12712 (2023) - [i90]Harsha Nori, Nicholas King, Scott Mayer McKinney, Dean Carignan, Eric Horvitz:
Capabilities of GPT-4 on Medical Challenge Problems. CoRR abs/2303.13375 (2023) - [i89]Michael Poli, Stefano Massaroli, Stefano Ermon, Bryan Wilder, Eric Horvitz:
Ideal Abstractions for Decision-Focused Learning. CoRR abs/2303.17062 (2023) - [i88]Debadutta Dash, Rahul Thapa, Juan M. Banda, Akshay Swaminathan, Morgan Cheatham, Mehr Kashyap, Nikesh Kotecha, Jonathan H. Chen, Saurabh Gombar, Lance Downing, Rachel Pedreira, Ethan Goh, Angel Arnaout, Garret Kenn Morris, Honor Magon, Matthew P. Lungren, Eric Horvitz, Nigam H. Shah:
Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare delivery. CoRR abs/2304.13714 (2023) - [i87]Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz:
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming. CoRR abs/2306.04930 (2023) - [i86]Serina Chang, Adam Fourney, Eric Horvitz:
Accurate Measures of Vaccination and Concerns of Vaccine Holdouts from Web Search Logs. CoRR abs/2306.07457 (2023) - [i85]Markus Anderljung, Joslyn Barnhart, Anton Korinek, Jade Leung, Cullen O'Keefe, Jess Whittlestone, Shahar Avin, Miles Brundage, Justin Bullock, Duncan Cass-Beggs, Ben Chang, Tantum Collins, Tim Fist, Gillian K. Hadfield, Alan Hayes, Lewis Ho, Sara Hooker, Eric Horvitz, Noam Kolt, Jonas Schuett, Yonadav Shavit, Divya Siddarth, Robert Trager, Kevin Wolf:
Frontier AI Regulation: Managing Emerging Risks to Public Safety. CoRR abs/2307.03718 (2023) - [i84]Kristina Gligoric, Arnaud Chiolero, Emre Kiciman, Ryen W. White, Eric Horvitz, Robert West:
Food Choice Mimicry on a Large University Campus. CoRR abs/2308.16095 (2023) - [i83]Abigail Sellen, Eric Horvitz:
The Rise of the AI Co-Pilot: Lessons for Design from Aviation and Beyond. CoRR abs/2311.14713 (2023) - [i82]Harsha Nori, Yin Tat Lee, Sheng Zhang, Dean Carignan, Richard Edgar, Nicolò Fusi, Nicholas King, Jonathan Larson, Yuanzhi Li, Weishung Liu, Renqian Luo, Scott Mayer McKinney, Robert Osazuwa Ness, Hoifung Poon, Tao Qin, Naoto Usuyama, Christopher M. White, Eric Horvitz:
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine. CoRR abs/2311.16452 (2023) - 2022
- [j68]Shunit Agmon, Plia Gillis, Eric Horvitz, Kira Radinsky:
Gender-sensitive word embeddings for healthcare. J. Am. Medical Informatics Assoc. 29(3): 415-423 (2022) - [c258]Dan Lahav, Jon Saad-Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope:
A Search Engine for Discovery of Scientific Challenges and Directions. AAAI 2022: 11982-11990 - [c257]Jason Portenoy, Marissa Radensky, Jevin D. West, Eric Horvitz, Daniel S. Weld, Tom Hope:
Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery. CHI 2022: 309:1-309:13 - [c256]Riccardo Fogliato, Shreya Chappidi, Matthew P. Lungren, Paul Fisher, Diane Wilson, Michael Fitzke, Mark Parkinson, Eric Horvitz, Kori Inkpen, Besmira Nushi:
Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging. FAccT 2022: 1362-1374 - [c255]Ya'akov (Kobi) Gal, Avi Segal, Ece Kamar, Eric Horvitz, Chris J. Lintott, Mike Walmsley:
A new Workflow for Human-AI Collaboration in Citizen Science. GoodIT 2022: 89-95 - [c254]Dan Bohus, Sean Andrist, Ashley Feniello, Nick Saw, Eric Horvitz:
Continual Learning about Objects in the Wild: An Interactive Approach. ICMI 2022: 476-486 - [c253]Eric Horvitz:
On the Horizon: Interactive and Compositional Deepfakes. ICMI 2022: 653-661 - [i81]Maarten Sap, Anna Jafarpour, Yejin Choi, Noah A. Smith, James W. Pennebaker, Eric Horvitz:
Computational Lens on Cognition: Study Of Autobiographical Versus Imagined Stories With Large-Scale Language Models. CoRR abs/2201.02662 (2022) - [i80]Tom Hope, Doug Downey, Oren Etzioni, Daniel S. Weld, Eric Horvitz:
A Computational Inflection for Scientific Discovery. CoRR abs/2205.02007 (2022) - [i79]Riccardo Fogliato, Shreya Chappidi, Matthew P. Lungren, Michael Fitzke, Mark Parkinson, Diane Wilson, Paul Fisher, Eric Horvitz, Kori Inkpen, Besmira Nushi:
Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging. CoRR abs/2205.09696 (2022) - [i78]Eric Horvitz:
On the Horizon: Interactive and Compositional Deepfakes. CoRR abs/2209.01714 (2022) - [i77]Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz:
Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming. CoRR abs/2210.14306 (2022) - [i76]Tejas Gokhale, Hamid Palangi, Besmira Nushi, Vibhav Vineet, Eric Horvitz, Ece Kamar, Chitta Baral, Yezhou Yang:
Benchmarking Spatial Relationships in Text-to-Image Generation. CoRR abs/2212.10015 (2022) - 2021
- [j67]Uriel Singer, Kira Radinsky, Eric Horvitz:
On biases of attention in scientific discovery. Bioinform. 36(22-23): 5269-5274 (2021) - [j66]Kristina Gligoric, Ryen W. White, Emre Kiciman, Eric Horvitz, Arnaud Chiolero, Robert West:
Formation of Social Ties Influences Food Choice: A Campus-wide Longitudinal Study. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 184:1-184:25 (2021) - [c252]Gagan Bansal, Besmira Nushi, Ece Kamar, Eric Horvitz, Daniel S. Weld:
Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork. AAAI 2021: 11405-11414 - [c251]Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz:
Understanding Failures of Deep Networks via Robust Feature Extraction. CVPR 2021: 12853-12862 - [c250]Maggie Makar, Lauren West, David Hooper, Eric Horvitz, Erica Shenoy, John V. Guttag:
Exploiting structured data for learning contagious diseases under incomplete testing. ICML 2021: 7348-7357 - [c249]Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Robert Tinn, Cliff Wong, Naoto Usuyama, Richard Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul N. Bennett, Jianfeng Gao, Hoifung Poon:
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature. KDD 2021: 3717-3725 - [c248]Paul England, Henrique S. Malvar, Eric Horvitz, Jack W. Stokes, Cédric Fournet, Rebecca Burke-Aguero, Amaury Chamayou, Sylvan Clebsch, Manuel Costa, John Deutscher, Shabnam Erfani, Matt Gaylor, Andrew Jenks, Kevin Kane, Elissa M. Redmiles, Alex Shamis, Isha Sharma, John C. Simmons, Sam Wenker, Anika Zaman:
AMP: authentication of media via provenance. MMSys 2021: 108-121 - [c247]Tom Hope, Aida Amini, David Wadden, Madeleine van Zuylen, Sravanthi Parasa, Eric Horvitz, Daniel S. Weld, Roy Schwartz, Hannaneh Hajishirzi:
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers. NAACL-HLT 2021: 4489-4503 - [c246]Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff:
Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications. WSDM 2021: 4-12 - [i75]Kristina Gligoric, Ryen W. White, Emre Kiciman, Eric Horvitz, Arnaud Chiolero, Robert West:
Formation of Social Ties Influences Food Choice: A Campus-Wide Longitudinal Study. CoRR abs/2102.08755 (2021) - [i74]Dan Bohus, Sean Andrist, Ashley Feniello, Nick Saw, Mihai Jalobeanu, Patrick Sweeney, Anne Loomis Thompson, Eric Horvitz:
Platform for Situated Intelligence. CoRR abs/2103.15975 (2021) - [i73]Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Robert Tinn, Cliff Wong, Naoto Usuyama, Richard Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul N. Bennett, Jianfeng Gao, Hoifung Poon:
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature. CoRR abs/2106.13375 (2021) - [i72]Jason Portenoy, Marissa Radensky, Jevin West, Eric Horvitz, Daniel S. Weld, Tom Hope:
Bridger: Toward Bursting Scientific Filter Bubbles and Boosting Innovation via Novel Author Discovery. CoRR abs/2108.05669 (2021) - [i71]Eric Horvitz, Jessica Young, Rama G. Elluru, Chuck Howell:
Key Considerations for the Responsible Development and Fielding of Artificial Intelligence. CoRR abs/2108.12289 (2021) - [i70]Dan Lahav, Jon Saad-Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope:
A Search Engine for Discovery of Biomedical Challenges and Directions. CoRR abs/2108.13751 (2021) - [i69]Eric Horvitz, John S. Breese:
Ideal Partition of Resources for Metareasoning. CoRR abs/2110.09624 (2021) - 2020
- [j65]Heba Aly, John Krumm, Gireeja Ranade, Eric Horvitz:
Computing value of spatiotemporal information. Commun. ACM 63(9): 85-92 (2020) - [j64]Justin Chan, Landon P. Cox, Dean P. Foster, Shyam Gollakota, Eric Horvitz, Joseph Jaeger, Sham M. Kakade, Tadayoshi Kohno, John Langford, Jonathan Larson, Puneet Sharma, Sudheesh Singanamalla, Jacob E. Sunshine, Stefano Tessaro:
PACT: Privacy-Sensitive Protocols And Mechanisms for Mobile Contact Tracing. IEEE Data Eng. Bull. 43(2): 15-35 (2020) - [j63]Ramya Ramakrishnan, Ece Kamar, Debadeepta Dey, Eric Horvitz, Julie Shah:
Blind Spot Detection for Safe Sim-to-Real Transfer. J. Artif. Intell. Res. 67: 191-234 (2020) - [j62]Dae Hyun Lee, Meliha Yetisgen, Lucy Vanderwende, Eric Horvitz:
Predicting severe clinical events by learning about life-saving actions and outcomes using distant supervision. J. Biomed. Informatics 107: 103425 (2020) - [j61]Justine Zhang, James W. Pennebaker, Susan T. Dumais, Eric Horvitz:
Configuring Audiences: A Case Study of Email Communication. Proc. ACM Hum. Comput. Interact. 4(CSCW): 062:1-062:26 (2020) - [c245]Aditya Modi, Debadeepta Dey, Alekh Agarwal, Adith Swaminathan, Besmira Nushi, Sean Andrist, Eric Horvitz:
Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations. AAAI 2020: 5207-5215 - [c244]Maarten Sap, Eric Horvitz, Yejin Choi, Noah A. Smith, James W. Pennebaker:
Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models. ACL 2020: 1970-1978 - [c243]Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Túlio Ribeiro, Besmira Nushi, Ece Kamar:
SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions. CVPR 2020: 10000-10008 - [c242]Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz, Daniel S. Weld, Marti A. Hearst, Jevin West:
SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search. EMNLP (Demos) 2020: 135-143 - [c241]Xiang Zhi Tan, Sean Andrist, Dan Bohus, Eric Horvitz:
Now, Over Here: Leveraging Extended Attentional Capabilities in Human-Robot Interaction. HRI (Companion) 2020: 468-470 - [c240]Bryan Wilder, Eric Horvitz, Ece Kamar:
Learning to Complement Humans. IJCAI 2020: 1526-1533 - [c239]Megha Srivastava, Besmira Nushi, Ece Kamar, Shital Shah, Eric Horvitz:
An Empirical Analysis of Backward Compatibility in Machine Learning Systems. KDD 2020: 3272-3280 - [c238]Alexander Spangher, Gireeja Ranade, Besmira Nushi, Adam Fourney, Eric Horvitz:
Characterizing Search-Engine Traffic to Internet Research Agency Web Properties. WWW 2020: 2253-2263 - [i68]Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Ribeiro, Besmira Nushi, Ece Kamar:
SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions. CoRR abs/2001.06927 (2020) - [i67]Paul England, Henrique S. Malvar, Eric Horvitz, Jack W. Stokes, Cédric Fournet, Amaury Chamayou, Sylvan Clebsch, Manuel Costa, Shabnam Erfani, Kevin Kane, Alex Shamis:
AMP: Authentication of Media via Provenance. CoRR abs/2001.07886 (2020) - [i66]Justin Chan, Dean P. Foster, Shyam Gollakota, Eric Horvitz, Joseph Jaeger, Sham M. Kakade, Tadayoshi Kohno, John Langford, Jonathan Larson, Sudheesh Singanamalla, Jacob E. Sunshine, Stefano Tessaro:
PACT: Privacy Sensitive Protocols and Mechanisms for Mobile Contact Tracing. CoRR abs/2004.03544 (2020) - [i65]Gagan Bansal, Besmira Nushi, Ece Kamar, Eric Horvitz, Daniel S. Weld:
Optimizing AI for Teamwork. CoRR abs/2004.13102 (2020) - [i64]Bryan Wilder, Eric Horvitz, Ece Kamar:
Learning to Complement Humans. CoRR abs/2005.00582 (2020) - [i63]Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz, Daniel S. Weld, Marti A. Hearst, Jevin West:
SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search. CoRR abs/2005.12668 (2020) - [i62]Eric Horvitz, Tom M. Mitchell:
From Data to Knowledge to Action: A Global Enabler for the 21st Century. CoRR abs/2008.00045 (2020) - [i61]Megha Srivastava, Besmira Nushi, Ece Kamar, Shital Shah, Eric Horvitz:
An Empirical Analysis of Backward Compatibility in Machine Learning Systems. CoRR abs/2008.04572 (2020) - [i60]Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff:
Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications. CoRR abs/2008.07045 (2020) - [i59]Aida Amini, Tom Hope, David Wadden, Madeleine van Zuylen, Eric Horvitz, Roy Schwartz, Hannaneh Hajishirzi:
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers. CoRR abs/2010.03824 (2020) - [i58]Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz:
Understanding Failures of Deep Networks via Robust Feature Extraction. CoRR abs/2012.01750 (2020)
2010 – 2019
- 2019
- [j60]Chris Welty, Lora Aroyo, Eric Horvitz:
The AI Bookie The Future of Voice Interfaces to Intelligent Assistants. AI Mag. 40(1): 79-82 (2019) - [j59]Ryen W. White, Eric Horvitz:
Population-scale hand tremor analysis via anonymized mouse cursor signals. npj Digit. Medicine 2 (2019) - [j58]Heba Aly, John Krumm, Gireeja Ranade, Eric Horvitz:
To Buy or Not to Buy: Computing Value of Spatiotemporal Information. ACM Trans. Spatial Algorithms Syst. 5(4): 22:1-22:25 (2019) - [c237]John Krumm, Eric Horvitz:
Traffic Updates: Saying a Lot While Revealing a Little. AAAI 2019: 986-995 - [c236]Gagan Bansal, Besmira Nushi, Ece Kamar, Daniel S. Weld, Walter S. Lasecki, Eric Horvitz:
Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff. AAAI 2019: 2429-2437 - [c235]Ramya Ramakrishnan, Ece Kamar, Besmira Nushi, Debadeepta Dey, Julie Shah, Eric Horvitz:
Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution. AAAI 2019: 6137-6145 - [c234]Robert West, Eric Horvitz:
Reverse-Engineering Satire, or "Paper on Computational Humor Accepted despite Making Serious Advances". AAAI 2019: 7265-7272 - [c233]Galia Nordon, Gideon Koren, Varda Shalev, Eric Horvitz, Kira Radinsky:
Separating Wheat from Chaff: Joining Biomedical Knowledge and Patient Data for Repurposing Medications. AAAI 2019: 9565-9572 - [c232]Saleema Amershi, Daniel S. Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi T. Iqbal, Paul N. Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, Eric Horvitz:
Guidelines for Human-AI Interaction. CHI 2019: 3 - [c231]Gagan Bansal, Besmira Nushi, Ece Kamar, Walter S. Lasecki, Daniel S. Weld, Eric Horvitz:
Beyond Accuracy: The Role of Mental Models in Human-AI Team Performance. HCOMP 2019: 2-11 - [c230]Aditya Grover, Jiaming Song, Ashish Kapoor, Kenneth Tran, Alekh Agarwal, Eric Horvitz, Stefano Ermon:
Bias Correction of Learned Generative Models via Likelihood-free Importance Weighting. DGS@ICLR 2019 - [c229]Andrey Kolobov, Yuval Peres, Cheng Lu, Eric Horvitz:
Staying up to Date with Online Content Changes Using Reinforcement Learning for Scheduling. NeurIPS 2019: 579-589 - [c228]Hanzhang Hu, John Langford, Rich Caruana, Saurajit Mukherjee, Eric Horvitz, Debadeepta Dey:
Efficient Forward Architecture Search. NeurIPS 2019: 10122-10131 - [c227]Aditya Grover, Jiaming Song, Ashish Kapoor, Kenneth Tran, Alekh Agarwal, Eric Horvitz, Stefano Ermon:
Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting. NeurIPS 2019: 11056-11068 - [c226]Andrey Kolobov, Yuval Peres, Eyal Lubetzky, Eric Horvitz:
Optimal Freshness Crawl Under Politeness Constraints. SIGIR 2019: 495-504 - [p2]Dan Bohus, Eric Horvitz:
Situated interaction. The Handbook of Multimodal-Multisensor Interfaces, Volume 3 (3) 2019 - [i57]Robert West, Eric Horvitz:
Reverse-Engineering Satire, or "Paper on Computational Humor Accepted Despite Making Serious Advances". CoRR abs/1901.03253 (2019) - [i56]Aditya Modi, Debadeepta Dey, Alekh Agarwal, Adith Swaminathan, Besmira Nushi, Sean Andrist, Eric Horvitz:
Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations. CoRR abs/1905.05179 (2019) - [i55]Hanzhang Hu, John Langford, Rich Caruana, Saurajit Mukherjee, Eric Horvitz, Debadeepta Dey:
Efficient Forward Architecture Search. CoRR abs/1905.13360 (2019) - [i54]Gagan Bansal, Besmira Nushi, Ece Kamar, Daniel S. Weld, Walter S. Lasecki, Eric Horvitz:
A Case for Backward Compatibility for Human-AI Teams. CoRR abs/1906.01148 (2019) - [i53]Aditya Grover, Jiaming Song, Alekh Agarwal, Kenneth Tran, Ashish Kapoor, Eric Horvitz, Stefano Ermon:
Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting. CoRR abs/1906.09531 (2019) - 2018
- [j57]Tim Althoff, Eric Horvitz, Ryen W. White:
Psychomotor function measured via online activity predicts motor vehicle fatality risk. npj Digit. Medicine 1 (2018) - [j56]Ryen W. White, P. Murali Doraiswamy, Eric Horvitz:
Detecting neurodegenerative disorders from web search signals. npj Digit. Medicine 1 (2018) - [j55]Yossi Azar, Eric Horvitz, Eyal Lubetzky, Yuval Peres, Dafna Shahaf:
Tractable near-optimal policies for crawling. Proc. Natl. Acad. Sci. USA 115(32): 8099-8103 (2018) - [c225]Avi Segal, Kobi Gal, Ece Kamar, Eric Horvitz, Grant Miller:
Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science. AAAI 2018: 1536-1544 - [c224]Dae Hyun Lee, Meliha Yetisgen, Eric Horvitz:
Learning about Life-Saving Interventions to Predict the Risk of Acute Organ Failures. AMIA 2018 - [c223]Ramya Ramakrishnan, Ece Kamar, Debadeepta Dey, Julie A. Shah, Eric Horvitz:
Discovering Blind Spots in Reinforcement Learning. AAMAS 2018: 1017-1025 - [c222]Heba Aly, John Krumm, Gireeja Ranade, Eric Horvitz:
On the value of spatiotemporal information: principles and scenarios. SIGSPATIAL/GIS 2018: 179-188 - [c221]Besmira Nushi, Ece Kamar, Eric Horvitz:
Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure. HCOMP 2018: 126-135 - [i52]Ramya Ramakrishnan, Ece Kamar, Debadeepta Dey, Julie A. Shah, Eric Horvitz:
Discovering Blind Spots in Reinforcement Learning. CoRR abs/1805.08966 (2018) - [i51]Besmira Nushi, Ece Kamar, Eric Horvitz:
Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure. CoRR abs/1809.07424 (2018) - [i50]Alexander Spangher, Gireeja Ranade, Besmira Nushi, Adam Fourney, Eric Horvitz:
Analysis of Strategy and Spread of Russia-sponsored Content in the US in 2017. CoRR abs/1810.10033 (2018) - 2017
- [j54]Rave Harpaz, William DuMouchel, Martijn J. Schuemie, Olivier Bodenreider, Carol Friedman, Eric Horvitz, Anna Ripple, Alfred Sorbello, Ryen W. White, Rainer Winnenburg, Nigam H. Shah:
Toward multimodal signal detection of adverse drug reactions. J. Biomed. Informatics 76: 41-49 (2017) - [j53]Jaime Teevan, Susan T. Dumais, Eric Horvitz:
Personalizing Search via Automated Analysis of Interests and Activities. SIGIR Forum 51(3): 10-17 (2017) - [c220]Ethan Fast, Eric Horvitz:
Long-Term Trends in the Public Perception of Artificial Intelligence. AAAI 2017: 963-969 - [c219]Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann:
On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems. AAAI 2017: 1017-1025 - [c218]Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz:
Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration. AAAI 2017: 2124-2132 - [c217]John Krumm, Eric Horvitz:
Risk-Aware Planning: Methods and Case Study for Safer Driving Routes. AAAI 2017: 4708-4714 - [c216]Dae Hyun Lee, Eric Horvitz:
Predicting Mortality of Intensive Care Patients via Learning about Hazard. AAAI 2017: 4953-4954 - [c215]Ayanna M. Howard, Cha Zhang, Eric Horvitz:
Addressing bias in machine learning algorithms: A pilot study on emotion recognition for intelligent systems. ARSO 2017: 1-7 - [c214]Adam Fourney, Miklós Z. Rácz, Gireeja Ranade, Markus Mobius, Eric Horvitz:
Geographic and Temporal Trends in Fake News Consumption During the 2016 US Presidential Election. CIKM 2017: 2071-2074 - [c213]Nabil Hossain, John Krumm, Lucy Vanderwende, Eric Horvitz, Henry A. Kautz:
Filling the Blanks (hint: plural noun) for Mad Libs Humor. EMNLP 2017: 638-647 - [c212]Talal Ahmad, Ranveer Chandra, Ashish Kapoor, Michael Daum, Eric Horvitz:
Wi-Fly: Widespread Opportunistic Connectivity via Commercial Air Transport. HotNets 2017: 43-49 - [c211]Emmanouil A. Platanios, Hoifung Poon, Tom M. Mitchell, Eric Horvitz:
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach. NIPS 2017: 4361-4370 - [c210]Sean Andrist, Dan Bohus, Ece Kamar, Eric Horvitz:
What Went Wrong and Why? Diagnosing Situated Interaction Failures in the Wild. ICSR 2017: 293-303 - [c209]Tim Althoff, Eric Horvitz, Ryen W. White, Jamie M. Zeitzer:
Harnessing the Web for Population-Scale Physiological Sensing: A Case Study of Sleep and Performance. WWW 2017: 113-122 - [i49]Tim Althoff, Eric Horvitz, Ryen W. White, Jamie M. Zeitzer:
Harnessing the Web for Population-Scale Physiological Sensing: A Case Study of Sleep and Performance. CoRR abs/1701.07083 (2017) - [i48]Emmanouil A. Platanios, Hoifung Poon, Tom M. Mitchell, Eric Horvitz:
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach. CoRR abs/1705.07086 (2017) - [i47]Gregory D. Hager, Randal E. Bryant, Eric Horvitz, Maja J. Mataric, Vasant G. Honavar:
Advances in Artificial Intelligence Require Progress Across all of Computer Science. CoRR abs/1707.04352 (2017) - [i46]Emmanouil A. Platanios, Ashish Kapoor, Eric Horvitz:
Active Learning amidst Logical Knowledge. CoRR abs/1709.08850 (2017) - 2016
- [j52]Ryen W. White, Sheng Wang, Apurv Pant, Rave Harpaz, Pushpraj Shukla, Walter Sun, William DuMouchel, Eric Horvitz:
Early identification of adverse drug reactions from search log data. J. Biomed. Informatics 59: 42-48 (2016) - [j51]Jenna Wiens, John V. Guttag, Eric Horvitz:
Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach. J. Mach. Learn. Res. 17: 79:1-79:23 (2016) - [j50]Edward Paxon Frady, Ashish Kapoor, Eric Horvitz, William B. Kristan Jr.:
Scalable Semisupervised Functional Neurocartography Reveals Canonical Neurons in Behavioral Networks. Neural Comput. 28(8): 1453-1497 (2016) - [j49]Michael J. Paul, Ryen W. White, Eric Horvitz:
Search and Breast Cancer: On Episodic Shifts of Attention over Life Histories of an Illness. ACM Trans. Web 10(2): 13:1-13:27 (2016) - [c208]Phil Cohen, Adam Cheyer, Eric Horvitz, Rana El Kaliouby, Steve Whittaker:
On the Future of Personal Assistants. CHI Extended Abstracts 2016: 1032-1037 - [c207]Shayan Doroudi, Ece Kamar, Emma Brunskill, Eric Horvitz:
Toward a Learning Science for Complex Crowdsourcing Tasks. CHI 2016: 2623-2634 - [c206]Ethan Fast, Eric Horvitz:
Identifying Dogmatism in Social Media: Signals and Models. EMNLP 2016: 690-699 - [c205]Sean Andrist, Dan Bohus, Zhou Yu, Eric Horvitz:
Are You Messing with Me?: Querying about the Sincerity of Interactions in the Open World. HRI 2016: 409-410 - [c204]Avi Segal, Ya'akov (Kobi) Gal, Ece Kamar, Eric Horvitz, Alex Bowyer, Grant Miller:
Intervention Strategies for Increasing Engagement in Crowdsourcing: Platform, Predictions, and Experiments. IJCAI 2016: 3861-3867 - [c203]Cathy Wu, Ece Kamar, Eric Horvitz:
Clustering for set partitioning with a case study in ridesharing. ITSC 2016: 1384-1388 - [c202]Cathy Wu, Kalyanaraman Shankari, Ece Kamar, Randy H. Katz, David E. Culler, Christos H. Papadimitriou, Eric Horvitz, Alexandre M. Bayen:
Optimizing the diamond lane: A more tractable carpool problem and algorithms. ITSC 2016: 1389-1396 - [c201]John Paparrizos, Ryen W. White, Eric Horvitz:
Detecting Devastating Diseases in Search Logs. KDD 2016: 559-568 - [c200]David Graus, Paul N. Bennett, Ryen W. White, Eric Horvitz:
Analyzing and Predicting Task Reminders. UMAP 2016: 7-15 - [i45]Ethan Fast, Eric Horvitz:
Identifying Dogmatism in Social Media: Signals and Models. CoRR abs/1609.00425 (2016) - [i44]Ethan Fast, Eric Horvitz:
Long-Term Trends in the Public Perception of Artificial Intelligence. CoRR abs/1609.04904 (2016) - [i43]Gregory D. Hager, Eric Horvitz:
Toward a Science of Autonomy for Physical Science: Healthcare. CoRR abs/1609.05813 (2016) - [i42]Tim Althoff, Ryen W. White, Eric Horvitz:
Influence of Pokémon Go on Physical Activity: Study and Implications. CoRR abs/1610.02085 (2016) - [i41]Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz:
Discovering Blind Spots of Predictive Models: Representations and Policies for Guided Exploration. CoRR abs/1610.09064 (2016) - [i40]Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann:
On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems. CoRR abs/1611.08309 (2016) - 2015
- [j48]Stuart Russell, Tom Dietterich, Eric Horvitz, Bart Selman, Francesca Rossi, Demis Hassabis, Shane Legg, Mustafa Suleyman, Dileep George, D. Scott Phoenix:
Letter to the Editor: Research Priorities for Robust and Beneficial Artificial Intelligence: An Open Letter. AI Mag. 36(4): 3-4 (2015) - [j47]Thomas G. Dietterich, Eric Horvitz:
Rise of concerns about AI: reflections and directions. Commun. ACM 58(10): 38-40 (2015) - [j46]Dafna Shahaf, Carlos Guestrin, Eric Horvitz, Jure Leskovec:
Information cartography. Commun. ACM 58(11): 62-73 (2015) - [j45]Ryen W. White, Eric Horvitz:
Belief Dynamics and Biases in Web Search. ACM Trans. Inf. Syst. 33(4): 18:1-18:46 (2015) - [c199]Ece Kamar, Eric Horvitz:
Planning for Crowdsourcing Hierarchical Tasks. AAMAS 2015: 1191-1199 - [c198]Adam Fourney, Ryen W. White, Eric Horvitz:
Exploring Time-Dependent Concerns about Pregnancy and Childbirth from Search Logs. CHI 2015: 737-746 - [c197]John Krumm, Eric Horvitz:
Eyewitness: identifying local events via space-time signals in twitter feeds. SIGSPATIAL/GIS 2015: 20:1-20:10 - [c196]Adish Singla, Eric Horvitz, Pushmeet Kohli, Andreas Krause:
Learning to Hire Teams. HCOMP 2015: 34-35 - [c195]Ece Kamar, Ashish Kapoor, Eric Horvitz:
Identifying and Accounting for Task-Dependent Bias in Crowdsourcing. HCOMP 2015: 92-101 - [c194]Eric Horvitz:
Connections: 2015 ICMI Sustained Accomplishment Award Lecture. ICMI 2015: 5 - [c193]Adish Singla, Eric Horvitz, Pushmeet Kohli, Ryen White, Andreas Krause:
Information Gathering in Networks via Active Exploration. IJCAI 2015: 891-988 - [c192]Christopher H. Lin, Andrey Kolobov, Ece Kamar, Eric Horvitz:
Metareasoning for Planning Under Uncertainty. IJCAI 2015: 1601-1609 - [c191]Aditya Grover, Ashish Kapoor, Eric Horvitz:
A Deep Hybrid Model for Weather Forecasting. KDD 2015: 379-386 - [c190]Dafna Shahaf, Eric Horvitz, Robert Mankoff:
Inside Jokes: Identifying Humorous Cartoon Captions. KDD 2015: 1065-1074 - [c189]Zhou Yu, Dan Bohus, Eric Horvitz:
Incremental Coordination: Attention-Centric Speech Production in a Physically Situated Conversational Agent. SIGDIAL Conference 2015: 402-406 - [c188]Danai Koutra, Paul N. Bennett, Eric Horvitz:
Events and Controversies: Influences of a Shocking News Event on Information Seeking. WWW 2015: 614-624 - [c187]Michael J. Paul, Ryen W. White, Eric Horvitz:
Diagnoses, Decisions, and Outcomes: Web Search as Decision Support for Cancer. WWW 2015: 831-841 - [i39]Ashish Kapoor, Edward Paxon Frady, Stefanie Jegelka, William B. Kristan Jr., Eric Horvitz:
Inferring and Learning from Neuronal Correspondences. CoRR abs/1501.05973 (2015) - [i38]Adish Singla, Eric Horvitz, Pushmeet Kohli, Ryen W. White, Andreas Krause:
Information Gathering in Networks via Active Exploration. CoRR abs/1504.06423 (2015) - [i37]Christopher H. Lin, Andrey Kolobov, Ece Kamar, Eric Horvitz:
Metareasoning for Planning Under Uncertainty. CoRR abs/1505.00399 (2015) - [i36]Adish Singla, Eric Horvitz, Pushmeet Kohli, Andreas Krause:
Learning to Hire Teams. CoRR abs/1508.02823 (2015) - 2014
- [j44]Stefanie Jegelka, Ashish Kapoor, Eric Horvitz:
An Interactive Approach to Solving Correspondence Problems. Int. J. Comput. Vis. 108(1-2): 49-58 (2014) - [j43]Ryen W. White, Eric Horvitz:
From health search to healthcare: explorations of intention and utilization via query logs and user surveys. J. Am. Medical Informatics Assoc. 21(1): 49-55 (2014) - [j42]Jenna Wiens, John V. Guttag, Eric Horvitz:
A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions. J. Am. Medical Informatics Assoc. 21(4): 699-706 (2014) - [j41]Jure Leskovec, Eric Horvitz:
Geospatial Structure of a Planetary-Scale Social Network. IEEE Trans. Comput. Soc. Syst. 1(3): 156-163 (2014) - [c186]Adish Singla, Eric Horvitz, Ece Kamar, Ryen White:
Stochastic Privacy. AAAI 2014: 152-158 - [c185]Christopher H. Lin, Ece Kamar, Eric Horvitz:
Signals in the Silence: Models of Implicit Feedback in a Recommendation System for Crowdsourcing. AAAI 2014: 908-915 - [c184]Dan Bohus, Chit W. Saw, Eric Horvitz:
Directions robot: in-the-wild experiences and lessons learned. AAMAS 2014: 637-644 - [c183]Debadeepta Dey, Andrey Kolobov, Rich Caruana, Ece Kamar, Eric Horvitz, Ashish Kapoor:
Gauss meets Canadian traveler: shortest-path problems with correlated natural dynamics. AAMAS 2014: 1101-1108 - [c182]Munmun De Choudhury, Scott Counts, Eric Horvitz, Aaron Hoff:
Characterizing and predicting postpartum depression from shared facebook data. CSCW 2014: 626-638 - [c181]Dan Bohus, Eric Horvitz:
Managing Human-Robot Engagement with Forecasts and... um... Hesitations. ICMI 2014: 2-9 - [c180]Tomislav Pejsa, Dan Bohus, Michael F. Cohen, Chit W. Saw, James Mahoney, Eric Horvitz:
Natural Communication about Uncertainties in Situated Interaction. ICMI 2014: 283-290 - [c179]Ashish Kapoor, Zachary Horvitz, Spencer Laube, Eric Horvitz:
Airplanes aloft as a sensor network for wind forecasting. IPSN 2014: 25-34 - [c178]Eric Horvitz:
Data, predictions, and decisions in support of people and society. KDD 2014: 2 - [c177]Nina Mishra, Ryen W. White, Samuel Ieong, Eric Horvitz:
Time-critical search. SIGIR 2014: 747-756 - [c176]Adish Singla, Ryen W. White, Ahmed Hassan Awadallah, Eric Horvitz:
Enhancing personalization via search activity attribution. SIGIR 2014: 1063-1066 - [c175]Ryen W. White, Ahmed Hassan Awadallah, Adish Singla, Eric Horvitz:
From devices to people: attribution of search activity in multi-user settings. WWW 2014: 431-442 - [i35]Andreas Krause, Eric Horvitz:
A Utility-Theoretic Approach to Privacy in Online Services. CoRR abs/1401.3859 (2014) - [i34]Adish Singla, Eric Horvitz, Ece Kamar, Ryen White:
Stochastic Privacy. CoRR abs/1404.5454 (2014) - [i33]Danai Koutra, Paul N. Bennett, Eric Horvitz:
Events and Controversies: Influences of a Shocking News Event on Information Seeking. CoRR abs/1405.1486 (2014) - [i32]Eric Horvitz, David Heckerman:
Modular Belief Updates and Confusion about Measures of Certainty in Artificial Intelligence Research. CoRR abs/1407.7281 (2014) - 2013
- [j40]Ryen White, Eric Horvitz:
From web search to healthcare utilization: privacy-sensitive studies from mobile data. J. Am. Medical Informatics Assoc. 20(1): 61-68 (2013) - [j39]Ryen W. White, Nicholas P. Tatonetti, Nigam H. Shah, Russ B. Altman, Eric Horvitz:
Web-scale pharmacovigilance: listening to signals from the crowd. J. Am. Medical Informatics Assoc. 20(3): 404-408 (2013) - [j38]Ryen W. White, Elad Yom-Tov, Eric Horvitz, Eugene Agichtein, William R. Hersh:
Report on the SIGIR 2013 workshop on health search and discovery. SIGIR Forum 47(2): 101-108 (2013) - [j37]Dafna Shahaf, Carlos Guestrin, Eric Horvitz:
"Metro maps of information" by Dafna Shahaf, Carlos Guestrin and Eric Horvitz, with Ching-man Au Yeung as coordinator. SIGWEB Newsl. 2013(Spring): 4:1-4:9 (2013) - [j36]Kira Radinsky, Krysta M. Svore, Susan T. Dumais, Milad Shokouhi, Jaime Teevan, Alex Bocharov, Eric Horvitz:
Behavioral dynamics on the web: Learning, modeling, and prediction. ACM Trans. Inf. Syst. 31(3): 16 (2013) - [j35]Ryen W. White, Eric Horvitz:
Captions and biases in diagnostic search. ACM Trans. Web 7(4): 23:1-23:28 (2013) - [c174]Haoqi Zhang, Eric Horvitz, David C. Parkes:
Automated Workflow Synthesis. AAAI 2013: 1020-1026 - [c173]Ece Kamar, Eric Horvitz:
Light at the end of the tunnel: a Monte Carlo approach to computing value of information. AAMAS 2013: 571-578 - [c172]Munmun De Choudhury, Scott Counts, Eric Horvitz:
Predicting postpartum changes in emotion and behavior via social media. CHI 2013: 3267-3276 - [c171]Lauren Wilcox, Rupa A. Patel, Anthony L. Back, Mary Czerwinski, Paul N. Gorman, Eric Horvitz, Wanda Pratt:
Patient-clinician communication: the roadmap for HCI. CHI Extended Abstracts 2013: 3291-3294 - [c170]Munmun De Choudhury, Scott Counts, Eric Horvitz:
Major life changes and behavioral markers in social media: case of childbirth. CSCW 2013: 1431-1442 - [c169]Andrew Mao, Ece Kamar, Yiling Chen, Eric Horvitz, Megan E. Schwamb, Chris J. Lintott, Arfon M. Smith:
Volunteering Versus Work for Pay: Incentives and Tradeoffs in Crowdsourcing. HCOMP 2013: 94-102 - [c168]Andrew Mao, Ece Kamar, Eric Horvitz:
Why Stop Now? Predicting Worker Engagement in Online Crowdsourcing. HCOMP 2013: 103-111 - [c167]Stephanie Rosenthal, Sarjoun Skaff, Manuela M. Veloso, Dan Bohus, Eric Horvitz:
Execution memory for grounding and coordination. HRI 2013: 213-214 - [c166]Munmun De Choudhury, Michael Gamon, Scott Counts, Eric Horvitz:
Predicting Depression via Social Media. ICWSM 2013 - [c165]Adam Sadilek, John Krumm, Eric Horvitz:
Crowdphysics: Planned and Opportunistic Crowdsourcing for Physical Tasks. ICWSM 2013 - [c164]Ece Kamar, Ashish Kapoor, Eric Horvitz:
Lifelong Learning for Acquiring the Wisdom of the Crowd. IJCAI 2013: 2313-2320 - [c163]Stephanie Rosenthal, Dan Bohus, Ece Kamar, Eric Horvitz:
Look versus Leap: Computing Value of Information with High-Dimensional Streaming Evidence. IJCAI 2013: 2561-2567 - [c162]Gloria Zen, John Krumm, Nicu Sebe, Eric Horvitz, Ashish Kapoor:
Nobody likes Mondays: foreground detection and behavioral patterns analysis in complex urban scenes. ARTEMIS@ACM Multimedia 2013: 17-24 - [c161]Robert West, Ryen W. White, Eric Horvitz:
Here and there: goals, activities, and predictions about location from geotagged queries. SIGIR 2013: 817-820 - [c160]Shuang-Hong Yang, Ryen W. White, Eric Horvitz:
Pursuing insights about healthcare utilization via geocoded search queries. SIGIR 2013: 993-996 - [c159]Ryen W. White, Elad Yom-Tov, Eric Horvitz, Eugene Agichtein, William R. Hersh:
Workshop on health search and discovery: helping users and advancing medicine. SIGIR 2013: 1138 - [c158]Munmun De Choudhury, Scott Counts, Eric Horvitz:
Social media as a measurement tool of depression in populations. WebSci 2013: 47-56 - [c157]Xi Chen, Paul N. Bennett, Kevyn Collins-Thompson, Eric Horvitz:
Pairwise ranking aggregation in a crowdsourced setting. WSDM 2013: 193-202 - [c156]Kira Radinsky, Eric Horvitz:
Mining the web to predict future events. WSDM 2013: 255-264 - [c155]Robert West, Ryen W. White, Eric Horvitz:
From cookies to cooks: insights on dietary patterns via analysis of web usage logs. WWW 2013: 1399-1410 - [e2]Björn Hartman, Eric Horvitz:
Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2013, November 7-9, 2013, Palm Springs, CA, USA. AAAI 2013, ISBN 978-1-57735-607-3 [contents] - [i31]Eric Horvitz, Paul Koch, Carl Myers Kadie, Andy Jacobs:
Coordinates: Probabilistic Forecasting of Presence and Availability. CoRR abs/1301.0573 (2013) - [i30]Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Henry A. Kautz, Bart Selman, David Maxwell Chickering:
A Bayesian Approach to Tackling Hard Computational Problems. CoRR abs/1301.2279 (2013) - [i29]Tim Paek, Eric Horvitz:
Conversation as Action Under Uncertainty. CoRR abs/1301.3883 (2013) - [i28]David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles:
Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach. CoRR abs/1301.3885 (2013) - [i27]Eric Horvitz, Andy Jacobs, David Hovel:
Attention-Sensitive Alerting. CoRR abs/1301.6707 (2013) - [i26]David Heckerman, Eric Horvitz:
Inferring Informational Goals from Free-Text Queries: A Bayesian Approach. CoRR abs/1301.7382 (2013) - [i25]Eric Horvitz, John S. Breese, David Heckerman, David Hovel, Koos Rommelse:
The Lumiere Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users. CoRR abs/1301.7385 (2013) - [i24]Eric Horvitz, Jed Lengyel:
Perception, Attention, and Resources: A Decision-Theoretic Approach to Graphics Rendering. CoRR abs/1302.1547 (2013) - [i23]Eric Horvitz, Adam Seiver:
Time-Critical Reasoning: Representations and Application. CoRR abs/1302.1548 (2013) - [i22]Kim-Leng Poh, Eric Horvitz:
A Graph-Theoretic Analysis of Information Value. CoRR abs/1302.3596 (2013) - [i21]Eric Horvitz, Matthew Barry:
Display of Information for Time-Critical Decision Making. CoRR abs/1302.4959 (2013) - [i20]Eric Horvitz, Adrian C. Klein:
Reasoning, Metareasoning, and Mathematical Truth: Studies of Theorem Proving under Limited Resources. CoRR abs/1302.4960 (2013) - [i19]Sampath Srinivas, Eric Horvitz:
Exploiting System Hierarchy to Compute Repair Plans in Probabilistic Model-based Diagnosis. CoRR abs/1302.4986 (2013) - [i18]Eric Horvitz, Adrian C. Klein:
Utility-Based Abstraction and Categorization. CoRR abs/1303.1469 (2013) - [i17]Kim-Leng Poh, Eric Horvitz:
Reasoning about the Value of Decision-Model Refinement: Methods and Application. CoRR abs/1303.1475 (2013) - [i16]Lisa J. Burnell, Eric Horvitz:
A Synthesis of Logical and Probabilistic Reasoning for Program Understanding and Debugging. CoRR abs/1303.1488 (2013) - [i15]Paul Dagum, Adam Galper, Eric Horvitz:
Dynamic Network Models for Forecasting. CoRR abs/1303.5396 (2013) - [i14]Paul Dagum, Eric Horvitz:
Reformulating Inference Problems Through Selective Conditioning. CoRR abs/1303.5397 (2013) - [i13]David Heckerman, Eric Horvitz, Blackford Middleton:
An Approximate Nonmyopic Computation for Value of Information. CoRR abs/1303.5720 (2013) - [i12]Eric Horvitz, Geoffrey Rutledge:
Time-Dependent Utility and Action Under Uncertainty. CoRR abs/1303.5722 (2013) - [i11]John S. Breese, Eric Horvitz:
Ideal Reformulation of Belief Networks. CoRR abs/1304.1089 (2013) - [i10]David Heckerman, Eric Horvitz:
Problem Formulation as the Reduction of a Decision Model. CoRR abs/1304.1091 (2013) - [i9]David Heckerman, John S. Breese, Eric Horvitz:
The Compilation of Decision Models. CoRR abs/1304.1510 (2013) - [i8]Eric Horvitz, Henri Jacques Suermondt, Gregory F. Cooper:
Bounded Conditioning: Flexible Inference for Decisions under Scarce Resources. CoRR abs/1304.1512 (2013) - [i7]Eric Horvitz:
Reasoning About Beliefs and Actions Under Computational Resource Constraints. CoRR abs/1304.2759 (2013) - [i6]David Heckerman, Eric Horvitz:
The Myth of Modularity in Rule-Based Systems. CoRR abs/1304.3090 (2013) - [i5]Robert West, Ryen W. White, Eric Horvitz:
From Cookies to Cooks: Insights on Dietary Patterns via Analysis of Web Usage Logs. CoRR abs/1304.3742 (2013) - [i4]Eric Horvitz, Finn Verner Jensen:
Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (1996). CoRR abs/1304.3847 (2013) - 2012
- [j34]Maria Fox, Manuela M. Veloso, Eric Horvitz:
Introducing Worldwide AI. AI Mag. 33(1): 95- (2012) - [c154]Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric Horvitz:
Learning to Learn: Algorithmic Inspirations from Human Problem Solving. AAAI 2012: 1571-1577 - [c153]Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric Horvitz:
Performance and Preferences: Interactive Refinement of Machine Learning Procedures. AAAI 2012: 1578-1584 - [c152]Ece Kamar, Severin Hacker, Eric Horvitz:
Combining human and machine intelligence in large-scale crowdsourcing. AAMAS 2012: 467-474 - [c151]Haoqi Zhang, Eric Horvitz, Yiling Chen, David C. Parkes:
Task routing for prediction tasks. AAMAS 2012: 889-896 - [c150]Ece Kamar, Eric Horvitz:
Incentives for truthful reporting in crowdsourcing. AAMAS 2012: 1329-1330 - [c149]Haoqi Zhang, Edith Law, Rob Miller, Krzysztof Gajos, David C. Parkes, Eric Horvitz:
Human computation tasks with global constraints. CHI 2012: 217-226 - [c148]Michael S. Bernstein, Jaime Teevan, Susan T. Dumais, Daniel J. Liebling, Eric Horvitz:
Direct answers for search queries in the long tail. CHI 2012: 237-246 - [c147]Ashish Kapoor, Simon Baker, Sumit Basu, Eric Horvitz:
Memory constrained face recognition. CVPR 2012: 2539-2546 - [c146]Daniel S. Weld, Eytan Adar, Lydia B. Chilton, Raphael Hoffmann, Eric Horvitz, Mitchell Koch, James A. Landay, Christopher H. Lin, Mausam:
Personalized Online Education - A Crowdsourcing Challenge. HCOMP@AAAI 2012 - [c145]Eric Horvitz, John Krumm:
Some help on the way: opportunistic routing under uncertainty. UbiComp 2012: 371-380 - [c144]Dafna Shahaf, Carlos Guestrin, Eric Horvitz:
Metro maps of science. KDD 2012: 1122-1130 - [c143]Dan Bohus, Ece Kamar, Eric Horvitz:
Towards Situated Collaboration. SDCTD@NAACL-HLT 2012: 13-14 - [c142]Jenna Wiens, John V. Guttag, Eric Horvitz:
Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task. NIPS 2012: 476-484 - [c141]Sven Seuken, David C. Parkes, Eric Horvitz, Kamal Jain, Mary Czerwinski, Desney S. Tan:
Market user interface design. EC 2012: 898-915 - [c140]Ryen W. White, Eric Horvitz:
Studies of the onset and persistence of medical concerns in search logs. SIGIR 2012: 265-274 - [c139]William Yang Wang, Dan Bohus, Ece Kamar, Eric Horvitz:
Crowdsourcing the acquisition of natural language corpora: Methods and observations. SLT 2012: 73-78 - [c138]Kira Radinsky, Krysta M. Svore, Susan T. Dumais, Jaime Teevan, Alex Bocharov, Eric Horvitz:
Modeling and predicting behavioral dynamics on the web. WWW 2012: 599-608 - [c137]Dafna Shahaf, Carlos Guestrin, Eric Horvitz:
Trains of thought: generating information maps. WWW 2012: 899-908 - [i3]Ashish Kapoor, Eric Horvitz:
On Discarding, Caching, and Recalling Samples in Active Learning. CoRR abs/1206.5274 (2012) - [i2]Eric Horvitz, Johnson Apacible, Raman Sarin, Lin Liao:
Prediction, Expectation, and Surprise: Methods, Designs, and Study of a Deployed Traffic Forecasting Service. CoRR abs/1207.1352 (2012) - [i1]David Azari, Eric Horvitz, Susan T. Dumais, Eric Brill:
Web-Based Question Answering: A Decision-Making Perspective. CoRR abs/1212.2453 (2012) - 2011
- [j33]Roger Azevedo, Gautam Biswas, Dan Bohus, Ted Carmichael, Mark A. Finlayson, Mirsad Hadzikadic, Catherine Havasi, Eric Horvitz, Takayuki Kanda, Oluwasanmi Koyejo, William F. Lawless, Douglas B. Lenat, Felipe Meneguzzi, Bilge Mutlu, Jean Oh, Roberto Pirrone, Antoine Raux, Donald A. Sofge, Gita Sukthankar, Benjamin Van Durme:
Reports of the AAAI 2010 Fall Symposia. AI Mag. 32(1): 93-100 (2011) - [j32]Dan Bohus, Eric Horvitz, Takayuki Kanda, Bilge Mutlu, Antoine Raux:
Introduction to the Special Issue on Dialog with Robots. AI Mag. 32(4): 15-16 (2011) - [j31]Susan L. Graham, Deborah Estrin, Eric Horvitz, Isaac S. Kohane, Elizabeth D. Mynatt, Ida Sim:
Information Technology research challenges for healthcare: from discovery to delivery. SIGHIT Rec. 1(1): 4-9 (2011) - [c136]Sven Seuken, David C. Parkes, Eric Horvitz, Kamal Jain, Mary Czerwinski, Desney S. Tan:
Market User Interface Design - (Extended Abstract). AMMA 2011: 2-4 - [c135]Ece Kamar, Eric Horvitz:
Jogger: models for context-sensitive reminding. AAMAS 2011: 1089-1090 - [c134]Lauren Wilcox, Dan Morris, Desney S. Tan, Justin Gatewood, Eric Horvitz:
Characterizing patient-friendly "micro-explanations"of medical events. CHI 2011: 29-32 - [c133]Shamsi T. Iqbal, Eric Horvitz, Yun-Cheng Ju, Ella Mathews:
Hang on a sec!: effects of proactive mediation of phone conversations while driving. CHI 2011: 463-472 - [c132]Shamsi T. Iqbal, Jonathan Grudin, Eric Horvitz:
Peripheral computing during presentations: perspectives on costs and preferences. CHI 2011: 891-894 - [c131]Dan Bohus, Eric Horvitz:
Decisions about turns in multiparty conversation: from perception to action. ICMI 2011: 153-160 - [c130]Eric Horvitz:
Bricks, arches, and cathedrals: reflections on paths to deeper human-computer symbioses. IUI 2011: 1-2 - [c129]Dan Bohus, Eric Horvitz:
Multiparty Turn Taking in Situated Dialog: Study, Lessons, and Directions. SIGDIAL Conference 2011: 98-109 - [c128]Marc-Allen Cartright, Ryen W. White, Eric Horvitz:
Intentions and attention in exploratory health search. SIGIR 2011: 65-74 - [c127]Edith Law, Paul N. Bennett, Eric Horvitz:
The effects of choice in routing relevance judgments. SIGIR 2011: 1127-1128 - 2010
- [j30]Eric Horvitz, Lise Getoor, Carlos Guestrin, James A. Hendler, Joseph A. Konstan, Devika Subramanian, Michael P. Wellman, Henry A. Kautz:
AI Theory and Practice: A Discussion on Hard Challenges and Opportunities Ahead. AI Mag. 31(3): 103-114 (2010) - [j29]Thomas Barkowsky, Sven Bertel, Frank Broz, Vinay K. Chaudhri, Nathan Eagle, Michael R. Genesereth, Harry Halpin, Emily Hamner, Gabe Hoffmann, Christoph Hölscher, Eric Horvitz, Tom Lauwers, Deborah L. McGuinness, Marek P. Michalowski, Emily Mower, Thomas F. Shipley, Kristen Stubbs, Roland Vogl, Mary-Anne Williams:
Reports of the AAAI 2010 Spring Symposia. AI Mag. 31(3): 115-122 (2010) - [j28]Andreas Krause, Eric Horvitz:
A Utility-Theoretic Approach to Privacy in Online Services. J. Artif. Intell. Res. 39: 633-662 (2010) - [j27]Jaime Teevan, Susan T. Dumais, Eric Horvitz:
Potential for personalization. ACM Trans. Comput. Hum. Interact. 17(1): 4:1-4:31 (2010) - [j26]Michael S. Bernstein, Desney S. Tan, Greg Smith, Mary Czerwinski, Eric Horvitz:
Personalization via friendsourcing. ACM Trans. Comput. Hum. Interact. 17(2): 6:1-6:28 (2010) - [c126]Dafna Shahaf, Eric Horvitz:
Generalized Task Markets for Human and Machine Computation. AAAI 2010: 986-993 - [c125]Dan Bohus, Eric Horvitz:
On the Challenges and Opportunities of Physically Situated Dialog. AAAI Fall Symposium: Dialog with Robots 2010 - [c124]Dan Bohus, Eric Horvitz, Takayuki Kanda, Bilge Mutlu, Antoine Raux:
Organizing Committee. AAAI Fall Symposium: Dialog with Robots 2010 - [c123]Dan Bohus, Eric Horvitz, Takayuki Kanda, Bilge Mutlu, Antoine Raux:
Preface: Dialog with Robots. AAAI Fall Symposium: Dialog with Robots 2010 - [c122]Nathan Eagle, Eric Horvitz:
Preface. AAAI Spring Symposium: Artificial Intelligence for Development 2010 - [c121]Ashish Kapoor, Nathan Eagle, Eric Horvitz:
People, Quakes, and Communications: Inferences from Call Dynamics about a Seismic Event and its Influences on a Population. AAAI Spring Symposium: Artificial Intelligence for Development 2010 - [c120]Shamsi T. Iqbal, Yun-Cheng Ju, Eric Horvitz:
Cars, calls, and cognition: investigating driving and divided attention. CHI 2010: 1281-1290 - [c119]Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric Horvitz:
Interactive optimization for steering machine classification. CHI 2010: 1343-1352 - [c118]Brian P. Bailey, Eric Horvitz:
What's your idea?: a case study of a grassroots innovation pipeline within a large software company. CHI 2010: 2065-2074 - [c117]Shamsi T. Iqbal, Eric Horvitz:
Notifications and awareness: a field study of alert usage and preferences. CSCW 2010: 27-30 - [c116]Dan Bohus, Eric Horvitz:
Facilitating multiparty dialog with gaze, gesture, and speech. ICMI-MLMI 2010: 5:1-5:8 - [c115]Ryen W. White, Eric Horvitz:
Predicting escalations of medical queries based on web page structure and content. SIGIR 2010: 769-770
2000 – 2009
- 2009
- [j25]Ryen W. White, Eric Horvitz:
Cyberchondria: Studies of the escalation of medical concerns in Web search. ACM Trans. Inf. Syst. 27(4): 23:1-23:37 (2009) - [c114]Ryen W. White, Eric Horvitz:
Experiences with Web Search on Medical Concerns and Self Diagnosis. AMIA 2009 - [c113]Josh Benaloh, Melissa Chase, Eric Horvitz, Kristin E. Lauter:
Patient controlled encryption: ensuring privacy of electronic medical records. CCSW 2009: 103-114 - [c112]Dan Bohus, Eric Horvitz:
Dialog in the open world: platform and applications. ICMI 2009: 31-38 - [c111]Ece Kamar, Eric Horvitz:
Collaboration and Shared Plans in the Open World: Studies of Ridesharing. IJCAI 2009: 187 - [c110]Dafna Shahaf, Eric Horvitz:
Investigations of Continual Computation. IJCAI 2009: 285-291 - [c109]Ashish Kapoor, Eric Horvitz:
Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition. NIPS 2009: 898-906 - [c108]Dan Bohus, Eric Horvitz:
Models for Multiparty Engagement in Open-World Dialog. SIGDIAL Conference 2009: 225-234 - [c107]Dan Bohus, Eric Horvitz:
Learning to Predict Engagement with a Spoken Dialog System in Open-World Settings. SIGDIAL Conference 2009: 244-252 - [c106]Michael S. Bernstein, Desney S. Tan, Greg Smith, Mary Czerwinski, Eric Horvitz:
Collabio: a game for annotating people within social networks. UIST 2009: 97-100 - [p1]Eric Horvitz, William B. Kristan Jr.:
Toward a computational microscope for neurobiology. The Fourth Paradigm 2009: 83-89 - 2008
- [c105]Andreas Krause, Eric Horvitz:
A Utility-Theoretic Approach to Privacy and Personalization. AAAI 2008: 1181-1188 - [c104]Ece Kamar, Eric Horvitz, Christopher Meek:
Mobile opportunistic commerce: mechanisms, architecture, and application. AAMAS (2) 2008: 1087-1094 - [c103]Ashish Kapoor, Eric Horvitz:
Experience sampling for building predictive user models: a comparative study. CHI 2008: 657-666 - [c102]Doug Downey, Susan T. Dumais, Daniel J. Liebling, Eric Horvitz:
Understanding the relationship between searchers' queries and information goals. CIKM 2008: 449-458 - [c101]Ashish Kapoor, Desney S. Tan, Pradeep Shenoy, Eric Horvitz:
Complementary computing for visual tasks: Meshing computer vision with human visual processing. FG 2008: 1-7 - [c100]Andreas Krause, Eric Horvitz, Aman Kansal, Feng Zhao:
Toward Community Sensing. IPSN 2008: 481-492 - [c99]Jure Leskovec, Eric Horvitz:
Planetary-scale views on a large instant-messaging network. WWW 2008: 915-924 - 2007
- [j24]Eric Horvitz:
Reflections on Challenges and Promises of Mixed-Initiative Interaction. AI Mag. 28(2): 13-22 (2007) - [j23]John Krumm, Eric Horvitz:
Predestination: Where Do You Want to Go Today? Computer 40(4): 105-107 (2007) - [j22]Eric Horvitz, Tim Paek:
Complementary computing: policies for transferring callers from dialog systems to human receptionists. User Model. User Adapt. Interact. 17(1-2): 159-182 (2007) - [c98]Shamsi T. Iqbal, Eric Horvitz:
Disruption and recovery of computing tasks: field study, analysis, and directions. CHI 2007: 677-686 - [c97]Prasun Dewan, Jonathan Grudin, Eric Horvitz:
Towards mixed-initiative access control. CollaborateCom 2007: 64-71 - [c96]Ashish Kapoor, Eric Horvitz, Sumit Basu:
Selective Supervision: Guiding Supervised Learning with Decision-Theoretic Active Learning. IJCAI 2007: 877-882 - [c95]Doug Downey, Susan T. Dumais, Eric Horvitz:
Models of Searching and Browsing: Languages, Studies, and Application. IJCAI 2007: 2740-2747 - [c94]Meredith Ringel Morris, Eric Horvitz:
S3: Storable, Shareable Search. INTERACT (1) 2007: 120-123 - [c93]Jaime Teevan, Susan T. Dumais, Eric Horvitz:
Characterizing the value of personalizing search. SIGIR 2007: 757-758 - [c92]Doug Downey, Susan T. Dumais, Eric Horvitz:
Heads and tails: studies of web search with common and rare queries. SIGIR 2007: 847-848 - [c91]Ashish Kapoor, Eric Horvitz:
On Discarding, Caching, and Recalling Samples in Active Learning. UAI 2007: 209-216 - [c90]Meredith Ringel Morris, Eric Horvitz:
SearchTogether: an interface for collaborative web search. UIST 2007: 3-12 - [c89]Ashish Kapoor, Eric Horvitz:
Principles of Lifelong Learning for Predictive User Modeling. User Modeling 2007: 37-46 - [c88]Eric Horvitz, Paul Koch, Muru Subramani:
Mobile Opportunistic Planning: Methods and Models. User Modeling 2007: 228-237 - [c87]Shamsi T. Iqbal, Eric Horvitz:
Conversations Amidst Computing: A Study of Interruptions and Recovery of Task Activity. User Modeling 2007: 350-354 - [c86]John Krumm, Eric Horvitz:
Driver Destination Models. User Modeling 2007: 360-364 - [c85]Jure Leskovec, Susan T. Dumais, Eric Horvitz:
Web projections: learning from contextual subgraphs of the web. WWW 2007: 471-480 - 2006
- [j21]Francis R. Bach, David Heckerman, Eric Horvitz:
Considering Cost Asymmetry in Learning Classifiers. J. Mach. Learn. Res. 7: 1713-1741 (2006) - [c84]Julia Letchner, John Krumm, Eric Horvitz:
Trip Router with Individualized Preferences (TRIP): Incorporating Personalization into Route Planning. AAAI 2006: 1795-1800 - [c83]John Krumm, Eric Horvitz:
Predestination: Inferring Destinations from Partial Trajectories. UbiComp 2006: 243-260 - 2005
- [j20]Nuria Oliver, Eric Horvitz:
Selective perception policies for guiding sensing and computation in multimodal systems: A comparative analysis. Comput. Vis. Image Underst. 100(1-2): 198-224 (2005) - [j19]Eric Horvitz:
From the Guest Editor...: Special Issue on Graph-Based Representations. Decis. Anal. 2(3): 125-126 (2005) - [j18]Eric Horvitz:
From the Guest Editor...: New Contributions and Reflections on Graph-Based Representations for Decision Analysis. Decis. Anal. 2(4): 183-184 (2005) - [j17]Paul N. Bennett, Susan T. Dumais, Eric Horvitz:
The Combination of Text Classifiers Using Reliability Indicators. Inf. Retr. 8(1): 67-100 (2005) - [j16]Ken Hinckley, Jeffrey S. Pierce, Eric Horvitz, Mike Sinclair:
Foreground and background interaction with sensor-enhanced mobile devices. ACM Trans. Comput. Hum. Interact. 12(1): 31-52 (2005) - [c82]Francis R. Bach, David Heckerman, Eric Horvitz:
On the Path to an Ideal ROC Curve: Considering Cost Asymmetry in Learning Classifiers. AISTATS 2005: 9-16 - [c81]Judith S. Olson, Jonathan Grudin, Eric Horvitz:
A study of preferences for sharing and privacy. CHI Extended Abstracts 2005: 1985-1988 - [c80]Ramaswamy Hariharan, John Krumm, Eric Horvitz:
Web-Enhanced GPS. LoCA 2005: 95-104 - [c79]Jaime Teevan, Susan T. Dumais, Eric Horvitz:
Personalizing search via automated analysis of interests and activities. SIGIR 2005: 449-456 - [c78]Eric Horvitz, Johnson Apacible, Raman Sarin, Lin Liao:
Prediction, Expectation, and Surprise: Methods, Designs, and Study of a Deployed Traffic Forecasting Service. UAI 2005: 275-283 - [c77]Nuria Oliver, Eric Horvitz:
A Comparison of HMMs and Dynamic Bayesian Networks for Recognizing Office Activities. User Modeling 2005: 199-209 - [c76]Eric Horvitz, Paul Koch, Raman Sarin, Johnson Apacible, Muru Subramani:
Bayesphone: Precomputation of Context-Sensitive Policies for Inquiry and Action in Mobile Devices. User Modeling 2005: 251-260 - [c75]Eric Horvitz, Johnson Apacible, Muru Subramani:
Balancing Awareness and Interruption: Investigation of Notification Deferral Policies. User Modeling 2005: 433-437 - [c74]Adel Youssef, John Krumm, Ed Miller, Gerry Cermak, Eric Horvitz:
Computing location from ambient FM radio signals [commercial radio station signals]. WCNC 2005: 824-829 - [c73]Xuehua Shen, Susan T. Dumais, Eric Horvitz:
Analysis of topic dynamics in web search. WWW (Special interest tracks and posters) 2005: 1102-1103 - 2004
- [j15]Nuria Oliver, Ashutosh Garg, Eric Horvitz:
Layered representations for learning and inferring office activity from multiple sensory channels. Comput. Vis. Image Underst. 96(2): 163-180 (2004) - [j14]David Azari, Eric Horvitz, Susan T. Dumais, Eric Brill:
Actions, answers, and uncertainty: a decision-making perspective on Web-based question answering. Inf. Process. Manag. 40(5): 849-868 (2004) - [c72]Yongshao Ruan, Henry A. Kautz, Eric Horvitz:
The Backdoor Key: A Path to Understanding Problem Hardness. AAAI 2004: 124-130 - [c71]Eric Horvitz:
A Curse of Riches or a Blessing? Information Access and Awareness Under Scarce Cognitive Resources. AH 2004: 3 - [c70]George G. Robertson, Eric Horvitz, Mary Czerwinski, Patrick Baudisch, Dugald Ralph Hutchings, Brian Meyers, Daniel C. Robbins, Greg Smith:
Scalable Fabric: flexible task management. AVI 2004: 85-89 - [c69]Daniel C. Robbins, Edward Cutrell, Raman Sarin, Eric Horvitz:
ZoneZoom: map navigation for smartphones with recursive view segmentation. AVI 2004: 231-234 - [c68]Mary Czerwinski, Eric Horvitz, Susan Wilhite:
A diary study of task switching and interruptions. CHI 2004: 175-182 - [c67]Joe Tullio, James Begole, Eric Horvitz, Elizabeth D. Mynatt:
Forecasting presence and availability. CHI Extended Abstracts 2004: 1713-1714 - [c66]Eric Horvitz, Paul Koch, Johnson Apacible:
BusyBody: creating and fielding personalized models of the cost of interruption. CSCW 2004: 507-510 - [c65]Nuria Oliver, Eric Horvitz:
S-SEER: Selective Perception in a Multimodal Office Activity Recognition System. MLMI 2004: 122-135 - [c64]John Krumm, Eric Horvitz:
LOCADIO: Inferring Motion and Location from Wi-Fi Signal Strengths. MobiQuitous 2004: 4-13 - [c63]Tim Paek, Eric Horvitz:
Optimizing Automated Call Routing by Integrating Spoken Dialog Models with Queuing Models. HLT-NAACL 2004: 41-48 - [c62]Susan T. Dumais, Edward Cutrell, Raman Sarin, Eric Horvitz:
Implicit queries (IQ) for contextualized search. SIGIR 2004: 594 - [c61]Evgeniy Gabrilovich, Susan T. Dumais, Eric Horvitz:
Newsjunkie: providing personalized newsfeeds via analysis of information novelty. WWW 2004: 482-490 - 2003
- [j13]Eric Horvitz, Carl Myers Kadie, Tim Paek, David Hovel:
Models of attention in computing and communication: from principles to applications. Commun. ACM 46(3): 52-59 (2003) - [c60]John Krumm, Gerry Cermak, Eric Horvitz:
RightSPOT: A Novel Sense of Location for a Smart Personal Object. UbiComp 2003: 36-43 - [c59]Eric Horvitz, Johnson Apacible:
Learning and reasoning about interruption. ICMI 2003: 20-27 - [c58]Nuria Oliver, Eric Horvitz:
Selective perception policies for guiding sensing and computation in multimodal systems: a comparative analysis. ICMI 2003: 36-43 - [c57]Meredith Ringel, Edward Cutrell, Susan T. Dumais, Eric Horvitz:
Milestones in Time: The Value of Landmarks in Retrieving Information from Personal Stores. INTERACT 2003 - [c56]David Azari, Eric Horvitz, Susan T. Dumais, Eric Brill:
Web-Based Question Answering: A Decision-Making Perspective. UAI 2003: 11-19 - 2002
- [j12]M. Brian Blake, Karen Zita Haigh, Henry Hexmoor, Rino Falcone, Leen-Kiat Soh, Chitta Baral, Sheila A. McIlraith, Piotr J. Gmytrasiewicz, Simon Parsons, Rainer Malaka, Antonio Krüger, Paolo Bouquet, Bill Smart, Koichi Kurumantani, Adam Pease, Michael Brenner, Marie desJardins, Ulrich Junker, James P. Delgrande, Jon Doyle, Francesca Rossi, Torsten Schaub, Carla P. Gomes, Toby Walsh, Haipeng Guo, Eric Horvitz, Nancy Ide, Christopher A. Welty, Frank D. Anger, Hans W. Guesgen, Gérard Ligozat:
AAAI 2002 Workshops. AI Mag. 23(4): 113-121 (2002) - [c55]Henry A. Kautz, Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Bart Selman:
Dynamic Restart Policies. AAAI/IAAI 2002: 674-681 - [c54]Maarten van Dantzich, Daniel C. Robbins, Eric Horvitz, Mary Czerwinski:
Scope: providing awareness of multiple notifications at a glance. AVI 2002: 267-281 - [c53]Yongshao Ruan, Eric Horvitz, Henry A. Kautz:
Restart Policies with Dependence among Runs: A Dynamic Programming Approach. CP 2002: 573-586 - [c52]Nuria Oliver, Eric Horvitz, Ashutosh Garg:
Layered Representations for Human Activity Recognition. ICMI 2002: 3-8 - [c51]Eric Horvitz:
Uncertainty, intelligence, and interaction. IUI 2002: 3-3 - [c50]Paul N. Bennett, Susan T. Dumais, Eric Horvitz:
Probabilistic combination of text classifiers using reliability indicators: models and results. SIGIR 2002: 207-214 - [c49]Eric Horvitz, Paul Koch, Carl Myers Kadie, Andy Jacobs:
Coordinates: Probabilistic Forecasting of Presence and Availability. UAI 2002: 224-233 - [c48]Corin R. Anderson, Eric Horvitz:
Web montage: a dynamic personalized start page. WWW 2002: 704-712 - 2001
- [j11]Eric Horvitz, Shlomo Zilberstein:
Computational tradeoffs under bounded resources. Artif. Intell. 126(1-2): 1-4 (2001) - [j10]Eric Horvitz:
Principles and applications of continual computation. Artif. Intell. 126(1-2): 159-196 (2001) - [j9]Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Henry A. Kautz, Bart Selman, David Maxwell Chickering:
A Bayesian Approach to Tackling Hard Computational Problems (Preliminary Report). Electron. Notes Discret. Math. 9: 376-391 (2001) - [c47]Ingrid Zuckerman, Eric Horvitz:
Using Machine Learning Techniques to Interpret WH-questions. ACL 2001: 547-554 - [c46]Songsong Xu, Kim-Leng Poh, Eric Horvitz:
Graphical Analysis of Value of Information in Decision Models. FLAIRS 2001: 155-159 - [c45]Edward Cutrell, Mary Czerwinski, Eric Horvitz:
Notification, Disruption, and Memory: Effects of Messaging Interruptions on Memory and Performance. INTERACT 2001: 263-269 - [c44]Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Henry A. Kautz, Bart Selman, David Maxwell Chickering:
A Bayesian Approach to Tackling Hard Computational Problems. UAI 2001: 235-244 - [c43]Ken Hinckley, Eric Horvitz:
Toward more sensitive mobile phones. UIST 2001: 191-192 - [c42]Eric Horvitz, Tim Paek:
Harnessing Models of Users' Goals to Mediate Clarification Dialog in Spoken Language Systems. User Modeling 2001: 3-13 - 2000
- [c41]David M. Pennock, Eric Horvitz, C. Lee Giles:
Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering. AAAI/IAAI 2000: 729-734 - [c40]Edward Cutrell, Mary Czerwinski, Eric Horvitz:
Effects of instant messaging interruptions on computing tasks. CHI Extended Abstracts 2000: 99-100 - [c39]David M. Pennock, Pedrito Maynard-Reid II, C. Lee Giles, Eric Horvitz:
A Normative Examination of Ensemble Learning Algorithms. ICML 2000: 735-742 - [c38]Tim Paek, Eric Horvitz, Eric K. Ringger:
Continuous listening for unconstrained spoken dialog. INTERSPEECH 2000: 138-141 - [c37]Eric Horvitz, Tim Paek:
Deeplistener: harnessing expected utility to guide clarification dialog in spoken language systems. INTERSPEECH 2000: 226-229 - [c36]Eric Horvitz:
Uncertainty, Utility, and Understanding. Intelligent Tutoring Systems 2000: 18 - [c35]Tim Paek, Eric Horvitz:
Conversation as Action Under Uncertainty. UAI 2000: 455-464 - [c34]David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles:
Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. UAI 2000: 473-480 - [c33]Ken Hinckley, Jeffrey S. Pierce, Mike Sinclair, Eric Horvitz:
Sensing techniques for mobile interaction. UIST 2000: 91-100
1990 – 1999
- 1999
- [c32]Eric Horvitz:
Principles of Mixed-Initiative User Interfaces. CHI 1999: 159-166 - [c31]Eric Horvitz:
Continual Computation Policies for Allocating Offline and Real-Time Resources. IJCAI 1999: 1280-1287 - [c30]Jude W. Shavlik, Lawrence Birnbaum, William R. Swartout, Eric Horvitz, Barbara Hayes-Roth:
Bridging Science and Applications (Panel). IUI 1999: 45-46 - [c29]Eric Horvitz, Andy Jacobs, David Hovel:
Attention-Sensitive Alerting. UAI 1999: 305-313 - 1998
- [c28]Eric Horvitz:
Continual Computation Policies for Utility-Directed Prefetching. CIKM 1998: 175-184 - [c27]David Heckerman, Eric Horvitz:
Inferring Informational Goals from Free-Text Queries: A Bayesian Approach. UAI 1998: 230-237 - [c26]Eric Horvitz, Jack S. Breese, David Heckerman, David Hovel, Koos Rommelse:
The Lumière Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users. UAI 1998: 256-265 - 1997
- [c25]Eric Horvitz:
Models of Continual Computation. AAAI/IAAI 1997: 286-293 - [c24]Lawrence Birnbaum, Eric Horvitz, David Kurlander, Henry Lieberman, Joe Marks, Steven F. Roth:
Compelling Intelligent User Interfaces - How Much AI? IUI 1997: 173-175 - [c23]Eric Horvitz, Jed Lengyel:
Perception, Attention, and Resources: A Decision-Theoretic Approach to Graphics Rendering. UAI 1997: 238-249 - [c22]Eric Horvitz, Adam Seiver:
Time-Critical Action: Representations and Application. UAI 1997: 250-257 - 1996
- [c21]Bart Selman, Rodney A. Brooks, Thomas L. Dean, Eric Horvitz, Tom M. Mitchell, Nils J. Nilsson:
Challenge Problems for Artificial Intelligence (Panel Statements). AAAI/IAAI, Vol. 2 1996: 1340-1345 - [c20]Eric Horvitz:
Decision-Theoretic Reasoning and the Human-Computer Interface: Advances in Embedded Intelligent Agents (abstract). SOFSEM 1996: 94 - [c19]Kim-Leng Poh, Eric Horvitz:
A Graph-Theoretic Analysis of Information Value. UAI 1996: 427-435 - [e1]Eric Horvitz, Finn Verner Jensen:
UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, Reed College, Portland, Oregon, USA, August 1-4, 1996. Morgan Kaufmann 1996, ISBN 1-55860-412-X [contents] - 1995
- [j8]Lisa J. Burnell, Eric Horvitz:
Structure and Chance: Melding Logic and Probability for Software Debugging. Commun. ACM 38(3): 31-41 (1995) - [c18]Eric Horvitz, Matthew Barry:
Display of Information for Time-Critical Decision Making. UAI 1995: 296-305 - [c17]Eric Horvitz, Adrian C. Klein:
Reasoning, Metareasoning, and Mathematical Truth: Studies of Theorem Proving under Limited Resources. UAI 1995: 306-314 - [c16]Sampath Srinivas, Eric Horvitz:
Exploiting System Hierarchy to Compute Repair Plans in Probabilistic Model-Based Diagnosis. UAI 1995: 523-531 - 1994
- [j7]Kim Leng Poh, Michael R. Fehling, Eric Joel Horvitz:
Dynamic Construction and Refinement of Utility-Based Categorization Models. IEEE Trans. Syst. Man Cybern. Syst. 24(11): 1653-1663 (1994) - 1993
- [j6]Paul Dagum, Eric Horvitz:
A Bayesian analysis of simulation algorithms for inference in belief networks. Networks 23(5): 499-516 (1993) - [j5]David Heckerman, Eric Horvitz, Blackford Middleton:
An Approximate Nonmyopic Computation for Value of Information. IEEE Trans. Pattern Anal. Mach. Intell. 15(3): 292-298 (1993) - [c15]Eric Horvitz, Adrian C. Klein:
Utility-Based Abstraction and Categorization. UAI 1993: 128-135 - [c14]Kim-Leng Poh, Eric Horvitz:
Reasoning about the Value of Decision-Model Refinement: Methods and Application. UAI 1993: 174-182 - 1992
- [c13]Paul Dagum, Adam Galper, Eric Horvitz:
Dynamic Network Models for Forecasting. UAI 1992: 41-48 - [c12]Paul Dagum, Eric Horvitz:
Reformulating Inference Problems Through Selective Conditioning. UAI 1992: 49-54 - 1991
- [j4]Max Henrion, John S. Breese, Eric Horvitz:
Decision Analysis and Expert Systems. AI Mag. 12(4): 64-91 (1991) - [c11]David Heckerman, Eric Horvitz, Blackford Middleton:
An Approximate Nonmyopic Computation for Value of Information. UAI 1991: 135-141 - [c10]Eric Horvitz, Geoffrey Rutledge:
Time-Dependent Utility and Action Under Uncertainty. UAI 1991: 151-158 - 1990
- [c9]Jack S. Breese, Eric Horvitz:
Ideal reformulation of belief networks. UAI 1990: 129-144 - [c8]David Heckerman, Eric Horvitz:
Problem formulation as the reduction of a decision model. UAI 1990: 159-170
1980 – 1989
- 1989
- [c7]Eric Horvitz, Gregory F. Cooper, David Heckerman:
Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study. IJCAI 1989: 1121-1127 - 1988
- [j3]Eric Horvitz, John S. Breese, Max Henrion:
Decision theory in expert systems and artificial intelligenc. Int. J. Approx. Reason. 2(3): 247-302 (1988) - [j2]Eric Horvitz:
Reasoning about beliefs and actions under computational resource constraints. Int. J. Approx. Reason. 2(3): 337-338 (1988) - [c6]Eric Horvitz:
Reasoning under Varying and Uncertain Resource Constraints. AAAI 1988: 111-116 - 1987
- [j1]Tod S. Levitt, Eric Horvitz:
Book Review: Heuristics - Intelligent Search Strategies for Computer Problem Solving. AI Mag. 8(1): 81, 99 (1987) - [c5]David Heckerman, Eric Horvitz:
On the Expressiveness of Rule-based Systems for Reasoning with Uncertainty. AAAI 1987: 121-126 - [c4]Eric Horvitz:
Reasoning about Beliefs and Actions Under Computational Resource Constraints. UAI 1987: 301-324 - 1986
- [c3]Eric Horvitz, David Heckerman, Curtis P. Langlotz:
A Framework for Comparing Alternative Formalisms for Plausible Reasoning. AAAI 1986: 210-214 - [c2]David Heckerman, Eric Horvitz:
The myth of modularity in rule-based systems for reasoning with uncertainty. UAI 1986: 23-34 - 1985
- [c1]Eric Horvitz, David Heckerman:
The Inconsistent Use of Measures of Certainty in Artificial Intelligence Research. UAI 1985: 137-152
Coauthor Index
[i91] [c255] [i76] [c252] [c251] [j63] [c243] [c240] [c239] [i68] [i65] [i64] [i61] [i58] [c236] [c235] [c231] [i54] [c225] [c223] [c221] [i52] [i51] [c219] [c218] [c210] [c207] [c204] [c203] [c202] [i41] [i40] [c199] [c195] [c192] [i37] [c186] [c185] [c183] [i34] [c173] [c169] [c168] [c164] [c163] [c152] [c150] [c143] [c139] [c135] [c111] [c104]
Ryen W. White
aka: Ryen White
aka: Ryen White
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