| Efficient solution algorithms for factored MDPs C Guestrin, D Koller, R Parr, S Venkataraman arXiv, arXiv: 1106.1822, 2011 | 696* | 2011 |
| Efficient solution algorithms for factored MDPs C Guestrin, D Koller, R Parr, S Venkataraman J. Artif. Intell. Res. (JAIR) 19, 399-468, 2003 | 696 | 2003 |
| Identifying diverse usage behaviors of smartphone apps Q Xu, J Erman, A Gerber, Z Mao, J Pang, S Venkataraman Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement …, 2011 | 601 | 2011 |
| BitShred: feature hashing malware for scalable triage and semantic analysis J Jang, D Brumley, S Venkataraman Proceedings of the 18th ACM conference on Computer and communications …, 2011 | 421 | 2011 |
| Crypten: Secure multi-party computation meets machine learning B Knott, S Venkataraman, A Hannun, S Sengupta, M Ibrahim, ... Advances in Neural Information Processing Systems 34, 4961-4973, 2021 | 385 | 2021 |
| New streaming algorithms for fast detection of superspreaders S Venkataraman, D Song, PB Gibbons, A Blum Department of Electrical and Computing Engineering, 6, 2005 | 337* | 2005 |
| Detection of interactive stepping stones: Algorithms and confidence bounds A Blum, D Song, S Venkataraman Recent Advances in Intrusion Detection, 258-277, 2004 | 290 | 2004 |
| Context-specific multiagent coordination and planning with factored MDPs C Guestrin, S Venkataraman, D Koller PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, 253-259, 2002 | 210 | 2002 |
| A first look at cellular network performance during crowded events MZ Shafiq, L Ji, AX Liu, J Pang, S Venkataraman, J Wang ACM SIGMETRICS Performance Evaluation Review 41 (1), 17-28, 2013 | 191 | 2013 |
| Prometheus: toward quality-of-experience estimation for mobile apps from passive network measurements V Aggarwal, E Halepovic, J Pang, S Venkataraman, H Yan Proceedings of the 15th Workshop on Mobile Computing Systems and …, 2014 | 181 | 2014 |
| Modeling web quality-of-experience on cellular networks A Balachandran, V Aggarwal, E Halepovic, J Pang, S Seshan, ... Proceedings of the 20th annual international conference on Mobile computing …, 2014 | 153 | 2014 |
| Theseus: A library for differentiable nonlinear optimization L Pineda, T Fan, M Monge, S Venkataraman, P Sodhi, RTQ Chen, J Ortiz, ... Advances in Neural Information Processing Systems 35, 3801-3818, 2022 | 87 | 2022 |
| Characterizing data usage patterns in a large cellular network Y Jin, N Duffield, A Gerber, P Haffner, WL Hsu, G Jacobson, S Sen, ... Proceedings of the 2012 ACM SIGCOMM workshop on Cellular networks …, 2012 | 85 | 2012 |
| FiG: Automatic fingerprint generation J Caballero, S Venkataraman, P Poosankam, MG Kang, D Song, A Blum Department of Electrical and Computing Engineering, 27, 2007 | 85 | 2007 |
| Exploiting network structure for proactive spam mitigation S Venkataraman, S Sen, O Spatscheck, P Haffner, D Song Proceedings of 16th USENIX Security Symposium on USENIX Security Symposium, 11, 2007 | 71 | 2007 |
| Speed testing without speed tests: estimating achievable download speed from passive measurements A Gerber, J Pang, O Spatscheck, S Venkataraman Proceedings of the 10th annual conference on Internet measurement, 424-430, 2010 | 64 | 2010 |
| Limits of learning-based signature generation with adversaries S Venkataraman, A Blum, D Song Department of Electrical and Computing Engineering, 42, 2008 | 63 | 2008 |
| Characterizing and optimizing cellular network performance during crowded events MZ Shafiq, L Ji, AX Liu, J Pang, S Venkataraman, J Wang IEEE/ACM Transactions on Networking (TON) 24 (3), 1308-1321, 2016 | 34 | 2016 |
| Detecting stealthy spreaders using online outdegree histograms Y Gao, Y Zhao, R Schweller, S Venkataraman, Y Chen, D Song, MY Kao Quality of Service, 2007 Fifteenth IEEE International Workshop on, 145-153, 2007 | 31* | 2007 |
| Why is my smartphone slow? on the fly diagnosis of underperformance on the mobile internet C Amrutkar, M Hiltunen, T Jim, K Joshi, O Spatscheck, P Traynor, ... 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems …, 2013 | 23 | 2013 |
