David Sontag Coauthor index pubzone.org

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i26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYacine Jernite, Samuel R. Bowman, David Sontag: Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning. CoRR abs/1705.00557 (2017)
i25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnkit Vani, Yacine Jernite, David Sontag: Grounded Recurrent Neural Networks. CoRR abs/1705.08557 (2017)
i24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristos Louizos, Uri Shalit, Joris Mooij, David Sontag, Richard S. Zemel, Max Welling: Causal Effect Inference with Deep Latent-Variable Models. CoRR abs/1705.08821 (2017)
c41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRahul G. Krishnan, Uri Shalit, David Sontag: Structured Inference Networks for Nonlinear State Space Models. AAAI 2017: 2101-2109
2016
i23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFredrik D. Johansson, Uri Shalit, David Sontag: Learning Representations for Counterfactual Inference. CoRR abs/1605.03661 (2016)
i22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhengping Che, Sanjay Purushotham, Kyunghyun Cho, David Sontag, Yan Liu: Recurrent Neural Networks for Multivariate Time Series with Missing Values. CoRR abs/1606.01865 (2016)
i21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLUri Shalit, Fredrik D. Johansson, David Sontag: Bounding and Minimizing Counterfactual Error. CoRR abs/1606.03976 (2016)
i20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNarges Razavian, Jake Marcus, David Sontag: Multi-task Prediction of Disease Onsets from Longitudinal Lab Tests. CoRR abs/1608.00647 (2016)
i19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoni Halpern, Steven Horng, David Sontag: Clinical Tagging with Joint Probabilistic Models. CoRR abs/1608.00686 (2016)
i18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShalmali Joshi, Suriya Gunasekar, David Sontag, Joydeep Ghosh: Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization. CoRR abs/1608.00704 (2016)
i17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRahul G. Krishnan, Uri Shalit, David Sontag: Structured Inference Networks for Nonlinear State Space Models. CoRR abs/1609.09869 (2016)
i16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYacine Jernite, Anna Choromanska, David Sontag, Yann LeCun: Simultaneous Learning of Trees and Representations for Extreme Classification, with Application to Language Modeling. CoRR abs/1610.04658 (2016)
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoni Halpern, Steven Horng, Youngduck Choi, David Sontag: Electronic medical record phenotyping using the anchor and learn framework. JAMIA 23(4): 731-740 (2016)
c40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoon Kim, Yacine Jernite, David Sontag, Alexander M. Rush: Character-Aware Neural Language Models. AAAI 2016: 2741-2749
c39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAdrian Weller, Mark Rowland, David Sontag: Tightness of LP Relaxations for Almost Balanced Models. AISTATS 2016: 47-55
c38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Gregor Stiglic, Mihaela van der Schaar, David Sontag, Christopher Yang: Data Mining for Medical Informatics (DMMI) - Learning Health. AMIA 2016
c37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaul Blecker, Stuart Katz, Leora Horwitz, Gilad J. Kuperman, Hannah Park, David Sontag: Comparison of Approaches for Heart Failure Case Identification from EHR Data. AMIA 2016
c36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOfer Meshi, Mehrdad Mahdavi, Adrian Weller, David Sontag: Train and Test Tightness of LP Relaxations in Structured Prediction. ICML 2016: 1776-1785
c35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFredrik D. Johansson, Uri Shalit, David Sontag: Learning Representations for Counterfactual Inference. ICML 2016: 3020-3029
c34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShalmali Joshi, Suriya Gunasekar, David Sontag, Joydeep Ghosh: Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization. MLHC 2016: 17-41
c33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNarges Razavian, Jake Marcus, David Sontag: Multi-task Prediction of Disease Onsets from Longitudinal Laboratory Tests. MLHC 2016: 73-100
c32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoni Halpern, Steven Horng, David Sontag: Clinical Tagging with Joint Probabilistic Models. MLHC 2016: 209-225
2015
i15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEliot Brenner, David Sontag: Incorporating Type II Error Probabilities from Independence Tests into Score-Based Learning of Bayesian Network Structure. CoRR abs/1505.02870 (2015)
i14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoon Kim, Yacine Jernite, David Sontag, Alexander M. Rush: Character-Aware Neural Language Models. CoRR abs/1508.06615 (2015)
i13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOfer Meshi, Mehrdad Mahdavi, David Sontag: On the Tightness of LP Relaxations for Structured Prediction. CoRR abs/1511.01419 (2015)
i12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRahul G. Krishnan, Simon Lacoste-Julien, David Sontag: Barrier Frank-Wolfe for Marginal Inference. CoRR abs/1511.02124 (2015)
i11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoni Halpern, Steven Horng, David Sontag: Anchored Discrete Factor Analysis. CoRR abs/1511.03299 (2015)
i10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRahul G. Krishnan, Uri Shalit, David Sontag: Deep Kalman Filters. CoRR abs/1511.05121 (2015)
i9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNarges Razavian, David Sontag: Temporal Convolutional Neural Networks for Diagnosis from Lab Tests. CoRR abs/1511.07938 (2015)
c31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosua Krause, Narges Razavian, Enrico Bertini, David Sontag: Visual Exploration of Temporal Data in Electronic Medical Records. AMIA 2015
c30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNarges Razavian, Saul Blecker, David Sontag: Gaussian Processes for interpreting Multiple Prostate Specific Antigen measurements for Prostate Cancer Prediction. AMIA 2015
c29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmir Globerson, Tim Roughgarden, David Sontag, Cafer Yildirim: How Hard is Inference for Structured Prediction? ICML 2015: 2181-2190
c28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYacine Jernite, Alexander M. Rush, David Sontag: A Fast Variational Approach for Learning Markov Random Field Language Models. ICML 2015: 2209-2217
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRahul G. Krishnan, Simon Lacoste-Julien, David Sontag: Barrier Frank-Wolfe for Marginal Inference. NIPS 2015: 532-540
2014
i8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHung Hai Bui, Tuyen N. Huynh, David Sontag: Lifted Tree-Reweighted Variational Inference. CoRR abs/1406.4200 (2014)
i7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmir Globerson, Tim Roughgarden, David Sontag, Cafer Yildirim: Tight Error Bounds for Structured Prediction. CoRR abs/1409.5834 (2014)
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoni Halpern, Youngduck Choi, Steven Horng, David Sontag: Using Anchors to Estimate Clinical State without Labeled Data. AMIA 2014
c25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNathan Silberman, David Sontag, Rob Fergus: Instance Segmentation of Indoor Scenes Using a Coverage Loss. ECCV (1) 2014: 616-631
c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiang Wang, David Sontag, Fei Wang: Unsupervised learning of disease progression models. KDD 2014: 85-94
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHung Hai Bui, Tuyen N. Huynh, David Sontag: Lifted Tree-Reweighted Variational Inference. UAI 2014: 92-101
c22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAdrian Weller, Kui Tang, Tony Jebara, David Sontag: Understanding the Bethe Approximation: When and How can it go Wrong? UAI 2014: 868-877
2013
i6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEliot Brenner, David Sontag: SparsityBoost: A New Scoring Function for Learning Bayesian Network Structure. CoRR abs/1309.6820 (2013)
i5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYonatan Halpern, David Sontag: Unsupervised Learning of Noisy-Or Bayesian Networks. CoRR abs/1309.6834 (2013)
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSanjeev Arora, Rong Ge, Yonatan Halpern, David M. Mimno, Ankur Moitra, David Sontag, Yichen Wu, Michael Zhu: A Practical Algorithm for Topic Modeling with Provable Guarantees. ICML (2) 2013: 280-288
c20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYacine Jernite, Yonatan Halpern, David Sontag: Discovering Hidden Variables in Noisy-Or Networks using Quartet Tests. NIPS 2013: 2355-2363
c19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEliot Brenner, David Sontag: SparsityBoost: A New Scoring Function for Learning Bayesian Network Structure. UAI 2013
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYonatan Halpern, David Sontag: Unsupervised Learning of Noisy-Or Bayesian Networks. UAI 2013
2012
i4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Talya Meltzer, Amir Globerson, Tommi S. Jaakkola, Yair Weiss: Tightening LP Relaxations for MAP using Message Passing .CoRR abs/1206.3288 (2012)
i3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Do Kook Choe, Yitao Li: Efficiently Searching for Frustrated Cycles in MAP Inference .CoRR abs/1210.4902 (2012)
i2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSanjeev Arora, Rong Ge, Yoni Halpern, David M. Mimno, Ankur Moitra, David Sontag, Yichen Wu, Michael Zhu: A Practical Algorithm for Topic Modeling with Provable Guarantees .CoRR abs/1212.4777 (2012)
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Do Kook Choe, Yitao Li: Efficiently Searching for Frustrated Cycles in MAP Inference. UAI 2012: 795-804
c16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Kevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Susan T. Dumais, Bodo Billerbeck: Probabilistic models for personalizing web search. WSDM 2012: 433-442
2011
c15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Sebastian de la Chica, David Sontag: Personalizing web search results by reading level. CIKM 2011: 403-412
c14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Dan Roy: Complexity of Inference in Latent Dirichlet Allocation. NIPS 2011: 1008-1016
2010
b1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag: Approximate inference in graphical models using linear programming relaxations. Massachusetts Institute of Technology, Cambridge, MA, USA 2010
c13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander M. Rush, David Sontag, Michael Collins, Tommi S. Jaakkola: On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing. EMNLP 2010: 1-11
c12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTerry Koo, Alexander M. Rush, Michael Collins, Tommi S. Jaakkola, David Sontag: Dual Decomposition for Parsing with Non-Projective Head Automata. EMNLP 2010: 1288-1298
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOfer Meshi, David Sontag, Tommi S. Jaakkola, Amir Globerson: Learning Efficiently with Approximate Inference via Dual Losses. ICML 2010: 783-790
c10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Ofer Meshi, Tommi S. Jaakkola, Amir Globerson: More data means less inference: A pseudo-max approach to structured learning. NIPS 2010: 2181-2189
c9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTommi S. Jaakkola, David Sontag, Amir Globerson, Marina Meila: Learning Bayesian Network Structure using LP Relaxations. AISTATS 2010: 358-365
2009
c8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Yang Zhang, Amar Phanishayee, David G. Andersen, David R. Karger: Scaling all-pairs overlay routing. CoNEXT 2009: 145-156
c7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Tommi S. Jaakkola: Tree Block Coordinate Descent for MAP in Graphical Models. AISTATS 2009: 544-551
2008
c6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Amir Globerson, Tommi S. Jaakkola: Clusters and Coarse Partitions in LP Relaxations. NIPS 2008: 1537-1544
c5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Talya Meltzer, Amir Globerson, Tommi S. Jaakkola, Yair Weiss: Tightening LP Relaxations for MAP using Message Passing. UAI 2008: 503-510
2007
c4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Tommi S. Jaakkola: New Outer Bounds on the Marginal Polytope. NIPS 2007: 1393-1400
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sontag, Rohit Singh, Bonnie Berger: Probabilistic Modeling of Systematic Errors in Two-Hybrid Experiments. Pacific Symposium on Biocomputing 2007: 445-457
2005
c2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBrian Milch, Bhaskara Marthi, David Sontag, Stuart J. Russell, Daniel L. Ong, Andrey Kolobov: Approximate Inference for Infinite Contingent Bayesian Networks. AISTATS 2005
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBrian Milch, Bhaskara Marthi, Stuart J. Russell, David Sontag, Daniel L. Ong, Andrey Kolobov: BLOG: Probabilistic Models with Unknown Objects. IJCAI 2005: 1352-1359
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBrian Milch, Bhaskara Marthi, Stuart J. Russell, David Sontag, Daniel L. Ong, Andrey Kolobov: BLOG: Probabilistic Models with Unknown Objects. Probabilistic, Logical and Relational Learning 2005

Coauthor Index

1David G. Andersen[c8]
2Sanjeev Arora[c21] [i2]
3Paul N. Bennett[c16] [c15]
4Bonnie Berger[c3]
5Enrico Bertini[c31]
6Bodo Billerbeck[c16]
7Saul Blecker[c37] [c30]
8Samuel R. Bowman[i26]
9Eliot Brenner[i15] [i6] [c19]
10Hung Hai Bui[i8] [c23]
11Zhengping Che[i22]
12Sebastian de la Chica[c15]
13Kyunghyun Cho[i22]
14Do Kook Choe[i3] [c17]
15Youngduck Choi[j1] [c26]
16Anna Choromanska[i16]
17Michael Collins[c13] [c12]
18Kevyn Collins-Thompson[c16] [c15]
19Susan T. Dumais[c16]
20Rob Fergus[c25]
21Rong Ge 0001[c21] [i2]
22Joydeep Ghosh[i18] [c34]
23Amir Globerson[c29] [i7] [i4] [c11] [c10] [c9] [c6] [c5]
24Suriya Gunasekar[i18] [c34]
25Yonatan Halpern[i5] [c21] [c20] [c18]
26Yoni Halpern[i19] [j1] [c32] [i11] [c26] [i2]
27Steven Horng[i19] [j1] [c32] [i11] [c26]
28Leora Horwitz[c37]
29Tuyen N. Huynh[i8] [c23]
30Tommi S. Jaakkola[i4] [c13] [c12] [c11] [c10] [c9] [c7] [c6] [c5] [c4]
31Tony Jebara[c22]
32Yacine Jernite[i26] [i25] [i16] [c40] [i14] [c28] [c20]
33Fredrik D. Johansson[i23] [i21] [c35]
34Shalmali Joshi[i18] [c34]
35David R. Karger[c8]
36Stuart Katz[c37]
37Yoon Kim[c40] [i14]
38Andrey Kolobov[c2] [c1] [i1]
39Terry Koo[c12]
40Josua Krause[c31]
41Rahul G. Krishnan[c41] [i17] [i12] [i10] [c27]
42Gilad J. Kuperman[c37]
43Simon Lacoste-Julien[i12] [c27]
44Yann LeCun[i16]
45Yitao Li[i3] [c17]
46Yan Liu[i22]
47Christos Louizos[i24]
48Mehrdad Mahdavi[c36] [i13]
49Jake Marcus[i20] [c33]
50Bhaskara Marthi[c2] [c1] [i1]
51Marina Meila[c9]
52Talya Meltzer[i4] [c5]
53Ofer Meshi[c36] [i13] [c11] [c10]
54Brian Milch[c2] [c1] [i1]
55David M. Mimno[c21] [i2]
56Ankur Moitra[c21] [i2]
57Joris Mooij[i24]
58Daniel L. Ong[c2] [c1] [i1]
59Hannah Park[c37]
60Amar Phanishayee[c8]
61Sanjay Purushotham[i22]
62Narges Razavian[i20] [c33] [i9] [c31] [c30]
63Tim Roughgarden[c29] [i7]
64Mark Rowland[c39]
65Dan Roy[c14]
66Alexander M. Rush[c40] [i14] [c28] [c13] [c12]
67Stuart J. Russell[c2] [c1] [i1]
68Mihaela van der Schaar[c38]
69Uri Shalit[i24] [c41] [i23] [i21] [i17] [c35] [i10]
70Nathan Silberman[c25]
71Rohit Singh 0001[c3]
72Gregor Stiglic[c38]
73Kui Tang[c22]
74Ankit Vani[i25]
75Fei Wang 0001[c38] [c24]
76Xiang Wang[c24]
77Yair Weiss[i4] [c5]
78Adrian Weller[c39] [c36] [c22]
79Max Welling[i24]
80Ryen W. White[c16] [c15]
81Yichen Wu[c21] [i2]
82Christopher Yang[c38]
83Cafer Yildirim[c29] [i7]
84Richard S. Zemel[i24]
85Yang Zhang[c8]
86Michael Zhu[c21] [i2]

 

Last update 2017-06-14 01:56 CEST by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page