Shobha Venkataraman

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 9

Top Topics

Increasing Number Of Users

Secure Multi Party Computation

Nonlinear Optimization

Top Venues

Publications

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)
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 (2022)
Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten
CrypTen: Secure Multi-Party Computation Meets Machine Learning. CoRR (2021)
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)
Shobha Venkataraman, Brandon Amos
Neural Fixed-Point Acceleration for Convex Optimization. CoRR (2021)
Shobha Venkataraman, Jia Wang
Towards Identifying Impacted Users in Cellular Services. KDD (2019)
Shobha Venkataraman, Jia Wang
Assessing the Impact of Network Events with User Feedback. NetAI@SIGCOMM (2018)
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)
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) (2016)
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)
Athula Balachandran, Vaneet Aggarwal, Emir Halepovic, Jeffrey Pang, Srinivasan Seshan, Shobha Venkataraman, He Yan
Modeling web quality-of-experience on cellular networks. MobiCom (2014)
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)
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)
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)
Shobha Venkataraman, David Brumley, Subhabrata Sen, Oliver Spatscheck
Automatically Inferring the Evolution of Malicious Activity on the Internet. NDSS (2013)
Shobha Venkataraman
Tracking dynamic network properties at internet-scale. BADGERS@CCS (2012)
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)
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)
Qiang Xu, Jeffrey Erman, Alexandre Gerber, Zhuoqing Morley Mao, Jeffrey Pang, Shobha Venkataraman
Identifying diverse usage behaviors of smartphone apps. Internet Measurement Conference (2011)
Jeffrey Pang, Subhabrata Sen, Oliver Spatscheck, Shobha Venkataraman
Internet-scale Visualization and Detection of Performance Events. USENIX Annual Technical Conference (2011)
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)
Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman
Efficient Solution Algorithms for Factored MDPs CoRR (2011)
Jiyong Jang, David Brumley, Shobha Venkataraman
BitShred: feature hashing malware for scalable triage and semantic analysis. CCS (2011)
Alexandre Gerber, Jeffrey Pang, Oliver Spatscheck, Shobha Venkataraman
Speed testing without speed tests: estimating achievable download speed from passive measurements. Internet Measurement Conference (2010)
Shobha Venkataraman, Avrim Blum, Dawn Song, Subhabrata Sen, Oliver Spatscheck
Tracking Dynamic Sources of Malicious Activity at Internet Scale. NIPS (2009)
Shobha Venkataraman, Avrim Blum, Dawn Song
Limits of Learning-based Signature Generation with Adversaries. NDSS (2008)
Shobha Venkataraman, Subhabrata Sen, Oliver Spatscheck, Patrick Haffner, Dawn Song
Exploiting Network Structure for Proactive Spam Mitigation. USENIX Security Symposium (2007)
Shobha Venkataraman, Juan Caballero, Pongsin Poosankam, Min Gyung Kang, Dawn Xiaodong Song
Fig: Automatic Fingerprint Generation. NDSS (2007)
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)
Shobha Venkataraman, Juan Caballero, Dawn Song, Avrim Blum, Jennifer Yates
Black Box Anomaly Detection: Is It Utopian?. HotNets (2006)
Shobha Venkataraman, Dawn Xiaodong Song, Phillip B. Gibbons, Avrim Blum
New Streaming Algorithms for Fast Detection of Superspreaders. NDSS (2005)
Avrim Blum, Dawn Xiaodong Song, Shobha Venkataraman
Detection of Interactive Stepping Stones: Algorithms and Confidence Bounds. RAID (2004)
Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman
Efficient Solution Algorithms for Factored MDPs. J. Artif. Intell. Res. 19 (2003)
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) (2003)
Carlos Guestrin, Shobha Venkataraman, Daphne Koller
Context-Specific Multiagent Coordination and Planning with Factored MDPs. AAAI/IAAI (2002)
Kevin Leyton-Brown, Ryan Porter, Shobha Venkataraman, Balaji Prabhakar
Smoothing out focused demand for network resources. EC (2001)