| Communication-efficient distributed dual coordinate ascent M Jaggi, V Smith, M Takác, J Terhorst, S Krishnan, T Hofmann, MI Jordan Advances in neural information processing systems, 3068-3076, 2014 | 231 | 2014 |
| Data cleaning: Overview and emerging challenges X Chu, IF Ilyas, S Krishnan, J Wang Proceedings of the 2016 international conference on Management of Data, 2201 …, 2016 | 102 | 2016 |
| A sample-and-clean framework for fast and accurate query processing on dirty data J Wang, S Krishnan, MJ Franklin, K Goldberg, T Kraska, T Milo Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014 | 97 | 2014 |
| ActiveClean: interactive data cleaning for statistical modeling S Krishnan, J Wang, E Wu, MJ Franklin, K Goldberg Proceedings of the VLDB Endowment 9 (12), 948-959, 2016 | 75* | 2016 |
| Fine-grained partitioning for aggressive data skipping L Sun, MJ Franklin, S Krishnan, RS Xin Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014 | 61 | 2014 |
| Learning accurate kinematic control of cable-driven surgical robots using data cleaning and gaussian process regression J Mahler, S Krishnan, M Laskey, S Sen, A Murali, B Kehoe, S Patil, ... 2014 IEEE International Conference on Automation Science and Engineering …, 2014 | 51 | 2014 |
| A methodology for learning, analyzing, and mitigating social influence bias in recommender systems S Krishnan, J Patel, MJ Franklin, K Goldberg Proceedings of the 8th ACM Conference on Recommender systems, 137-144, 2014 | 47* | 2014 |
| Learning to optimize join queries with deep reinforcement learning S Krishnan, Z Yang, K Goldberg, J Hellerstein, I Stoica arXiv preprint arXiv:1808.03196, 2018 | 45 | 2018 |
| Identification of high affinity folate binding proteins in human erythrocyte membranes. AC Antony, RS Kincade, RS Verma, SR Krishnan The Journal of clinical investigation 80 (3), 711-723, 1987 | 43 | 1987 |
| Transition state clustering: Unsupervised surgical trajectory segmentation for robot learning S Krishnan, A Garg, S Patil, C Lea, G Hager, P Abbeel, K Goldberg Robotics Research, 91-110, 2018 | 42 | 2018 |
| Multi-level discovery of deep options R Fox, S Krishnan, I Stoica, K Goldberg arXiv preprint arXiv:1703.08294, 2017 | 40 | 2017 |
| Comparing human-centric and robot-centric sampling for robot deep learning from demonstrations M Laskey, C Chuck, J Lee, J Mahler, S Krishnan, K Jamieson, A Dragan, ... 2017 IEEE International Conference on Robotics and Automation (ICRA), 358-365, 2017 | 38 | 2017 |
| Transition state clustering: Unsupervised surgical trajectory segmentation for robot learning S Krishnan, A Garg, S Patil, C Lea, G Hager, P Abbeel, K Goldberg The International Journal of Robotics Research 36 (13-14), 1595-1618, 2017 | 36* | 2017 |
| Effect of user mobility on the performance of device-to-device networks with distributed caching S Krishnan, HS Dhillon IEEE Wireless Communications Letters 6 (2), 194-197, 2017 | 35 | 2017 |
| Wisteria: Nurturing scalable data cleaning infrastructure D Haas, S Krishnan, J Wang, MJ Franklin, E Wu Proceedings of the VLDB Endowment 8 (12), 2004-2007, 2015 | 33 | 2015 |
| Tsc-dl: Unsupervised trajectory segmentation of multi-modal surgical demonstrations with deep learning A Murali, A Garg, S Krishnan, FT Pokorny, P Abbeel, T Darrell, K Goldberg 2016 IEEE International Conference on Robotics and Automation (ICRA), 4150-4157, 2016 | 30 | 2016 |
| Ddco: Discovery of deep continuous options for robot learning from demonstrations S Krishnan, R Fox, I Stoica, K Goldberg arXiv preprint arXiv:1710.05421, 2017 | 28 | 2017 |
| Towards reliable interactive data cleaning: a user survey and recommendations S Krishnan, D Haas, MJ Franklin, E Wu Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 9, 2016 | 28 | 2016 |
| Multilateral surgical pattern cutting in 2d orthotropic gauze with deep reinforcement learning policies for tensioning B Thananjeyan, A Garg, S Krishnan, C Chen, L Miller, K Goldberg 2017 IEEE International Conference on Robotics and Automation (ICRA), 2371-2378, 2017 | 27 | 2017 |
| Comparing three online civic engagement platforms using the “spectrum of public participation” framework M Nelimarkka, B Nonnecke, S Krishnan, T Aitamurto, D Catterson, ... Proceedings of the Oxford Internet, Policy, and Politics Conference (IPP), 25-26, 2014 | 25 | 2014 |
Ken GoldbergProfessor, UC Berkeley and UCSFVerified email at berkeley.edu
