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ORCIDShobha Venkataraman
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2020 – today
- 2022
[c29]Luis Pineda, Taosha Fan, Maurizio Monge, Shobha Venkataraman, Paloma Sodhi, Ricky T. Q. Chen, Joseph Ortiz, Daniel DeTone, Austin S. Wang, Stuart Anderson, Jing Dong, Brandon Amos, Mustafa Mukadam:
Theseus: A Library for Differentiable Nonlinear Optimization. NeurIPS 2022- [i4]Luis Pineda, Taosha Fan, Maurizio Monge, Shobha Venkataraman, Paloma Sodhi, Ricky T. Q. Chen, Joseph Ortiz, Daniel DeTone, Austin S. Wang, Stuart Anderson, Jing Dong, Brandon Amos, Mustafa Mukadam:
Theseus: A Library for Differentiable Nonlinear Optimization. CoRR abs/2207.09442 (2022) - 2021
- [c28]Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten:
CrypTen: Secure Multi-Party Computation Meets Machine Learning. NeurIPS 2021: 4961-4973 - [i3]Shobha Venkataraman, Brandon Amos:
Neural Fixed-Point Acceleration for Convex Optimization. CoRR abs/2107.10254 (2021) - [i2]Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten:
CrypTen: Secure Multi-Party Computation Meets Machine Learning. CoRR abs/2109.00984 (2021)
2010 – 2019
- 2019
- [c27]Shobha Venkataraman, Jia Wang:
Towards Identifying Impacted Users in Cellular Services. KDD 2019: 3029-3039 - 2018
- [c26]Shobha Venkataraman, Jia Wang:
Assessing the Impact of Network Events with User Feedback. NetAI@SIGCOMM 2018: 74-79 - 2017
- [c25]Supratim Deb, Zihui Ge, Sastry Isukapalli, Sarat C. Puthenpura, Shobha Venkataraman, He Yan, Jennifer Yates:
AESOP: Automatic Policy Learning for Predicting and Mitigating Network Service Impairments. KDD 2017: 1783-1792 - 2016
- [j3]M. Zubair Shafiq, Lusheng Ji, Alex X. Liu, Jeffrey Pang, Shobha Venkataraman, Jia Wang:
Characterizing and Optimizing Cellular Network Performance During Crowded Events. IEEE/ACM Trans. Netw. 24(3): 1308-1321 (2016) - 2014
- [c24]Athula Balachandran, Vaneet Aggarwal
, Emir Halepovic, Jeffrey Pang, Srinivasan Seshan, Shobha Venkataraman, He Yan:
Modeling web quality-of-experience on cellular networks. MobiCom 2014: 213-224 - [c23]Vaneet Aggarwal, Emir Halepovic, Jeffrey Pang, Shobha Venkataraman, He Yan:
Prometheus: toward quality-of-experience estimation for mobile apps from passive network measurements. HotMobile 2014: 18:1-18:6 - 2013
- [c22]Chaitrali Amrutkar, Matti A. Hiltunen, Trevor Jim, Kaustubh R. Joshi, Oliver Spatscheck, Patrick Traynor, Shobha Venkataraman:
Why is my smartphone slow? On the fly diagnosis of underperformance on the mobile Internet. DSN 2013: 1-8 - [c21]Shobha Venkataraman, David Brumley, Subhabrata Sen, Oliver Spatscheck:
Automatically Inferring the Evolution of Malicious Activity on the Internet. NDSS 2013 - [c20]Yingying Chen, Nick G. Duffield, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Yu Jin, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang:
Understanding the complexity of 3G UMTS network performance. Networking 2013: 1-9 - [c19]Muhammad Zubair Shafiq, Lusheng Ji, Alex X. Liu, Jeffrey Pang, Shobha Venkataraman, Jia Wang:
A first look at cellular network performance during crowded events. SIGMETRICS 2013: 17-28 - 2012
- [c18]Shobha Venkataraman:
Tracking dynamic network properties at internet-scale. BADGERS@CCS 2012: 33-34 - [c17]Yu Jin, Nick Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang:
Characterizing data usage patterns in a large cellular network. CellNet@SIGCOMM 2012: 7-12 - 2011
- [c16]Jiyong Jang, David Brumley, Shobha Venkataraman:
BitShred: feature hashing malware for scalable triage and semantic analysis. CCS 2011: 309-320 - [c15]Qiang Xu, Jeffrey Erman, Alexandre Gerber, Zhuoqing Morley Mao, Jeffrey Pang, Shobha Venkataraman:
Identifying diverse usage behaviors of smartphone apps. Internet Measurement Conference 2011: 329-344 - [c14]Yu Jin, Nick G. Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang:
Making sense of customer tickets in cellular networks. INFOCOM 2011: 101-105 - [c13]Yu Jin, Nick G. Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang:
Large-scale app-based reporting of customer problems in cellular networks: potential and limitations. W-MUST@SIGCOMM 2011: 13-18 - [c12]Jeffrey Pang, Subhabrata Sen, Oliver Spatscheck, Shobha Venkataraman:
Internet-scale Visualization and Detection of Performance Events. USENIX ATC 2011 - [i1]Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman:
Efficient Solution Algorithms for Factored MDPs. CoRR abs/1106.1822 (2011) - 2010
- [c11]Alexandre Gerber, Jeffrey Pang, Oliver Spatscheck, Shobha Venkataraman:
Speed testing without speed tests: estimating achievable download speed from passive measurements. Internet Measurement Conference 2010: 424-430
2000 – 2009
- 2009
- [c10]Shobha Venkataraman, Avrim Blum, Dawn Song, Subhabrata Sen, Oliver Spatscheck:
Tracking Dynamic Sources of Malicious Activity at Internet Scale. NIPS 2009: 1946-1954 - 2008
- [c9]Shobha Venkataraman, Avrim Blum, Dawn Song:
Limits of Learning-based Signature Generation with Adversaries. NDSS 2008 - 2007
- [c8]Yan Gao, Yao Zhao, Robert T. Schweller, Shobha Venkataraman, Yan Chen, Dawn Xiaodong Song, Ming-Yang Kao:
Detecting Stealthy Spreaders Using Online Outdegree Histograms. IWQoS 2007: 145-153 - [c7]Shobha Venkataraman, Juan Caballero, Pongsin Poosankam, Min Gyung Kang, Dawn Xiaodong Song:
Fig: Automatic Fingerprint Generation. NDSS 2007 - [c6]Shobha Venkataraman, Subhabrata Sen, Oliver Spatscheck, Patrick Haffner, Dawn Song:
Exploiting Network Structure for Proactive Spam Mitigation. USENIX Security Symposium 2007 - 2006
- [c5]Shobha Venkataraman, Juan Caballero, Dawn Song, Avrim Blum, Jennifer Yates:
Black Box Anomaly Detection: Is It Utopian?. HotNets 2006 - 2005
- [c4]Shobha Venkataraman, Dawn Xiaodong Song, Phillip B. Gibbons, Avrim Blum:
New Streaming Algorithms for Fast Detection of Superspreaders. NDSS 2005 - 2004
- [c3]Avrim Blum, Dawn Xiaodong Song, Shobha Venkataraman:
Detection of Interactive Stepping Stones: Algorithms and Confidence Bounds. RAID 2004: 258-277 - 2003
- [j2]Kevin Leyton-Brown, Ryan Porter, Balaji Prabhakar, Yoav Shoham, Shobha Venkataraman:
Incentive mechanisms for smoothing out a focused demand for network resources. Comput. Commun. 26(3): 237-250 (2003) - [j1]Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman:
Efficient Solution Algorithms for Factored MDPs. J. Artif. Intell. Res. 19: 399-468 (2003) - 2002
- [c2]Carlos Guestrin, Shobha Venkataraman, Daphne Koller:
Context-Specific Multiagent Coordination and Planning with Factored MDPs. AAAI/IAAI 2002: 253-259 - 2001
- [c1]Kevin Leyton-Brown, Ryan Porter, Shobha Venkataraman, Balaji Prabhakar:
Smoothing out focused demand for network resources. EC 2001: 245-248
Coauthor Index
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