| Oversketch: Approximate matrix multiplication for the cloud V Gupta, S Wang, T Courtade, K Ramchandran 2018 IEEE International Conference on Big Data (Big Data), 298-304, 2018 | 66 | 2018 |
| Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism V Gupta, D Choudhary, PTP Tang, X Wei, X Wang, Y Huang, A Kejariwal, ... Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 53* | 2021 |
| Stochastic Weight Averaging in Parallel: Large-Batch Training that Generalizes Well V Gupta, SA Serrano, D DeCoste Eighth International Conference on Learning Representations (ICLR 2020), 2020 | 50 | 2020 |
| Oversketched newton: Fast convex optimization for serverless systems V Gupta, S Kadhe, T Courtade, MW Mahoney, K Ramchandran IEEE International Conference on Big Data 2020, 2019 | 50 | 2019 |
| A sequential approximation framework for coded distributed optimization J Zhu, Y Pu, V Gupta, C Tomlin, K Ramchandran 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017 | 25 | 2017 |
| LocalNewton: Reducing communication bottleneck for distributed learning V Gupta, A Ghosh, M Derezinski, R Khanna, K Ramchandran, M Mahoney 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021)., 2021 | 22* | 2021 |
| On secure communication using RF energy harvesting two-way untrusted relay V Gupta, SS Kalamkar, A Banerjee GLOBECOM 2017-2017 IEEE Global Communications Conference, 1-7, 2017 | 17 | 2017 |
| Serverless straggler mitigation using error-correcting codes V Gupta, D Carrano, Y Yang, V Shankar, T Courtade, K Ramchandran 2020 IEEE 40th International Conference on Distributed Computing Systems …, 2020 | 16* | 2020 |
| Utility-based resource allocation and pricing for serverless computing V Gupta, S Phade, T Courtade, K Ramchandran arXiv preprint arXiv:2008.07793, 2020 | 16 | 2020 |
| Joint sparsity pattern recovery with 1-b compressive sensing in distributed sensor networks S Kafle, V Gupta, B Kailkhura, T Wimalajeewa, PK Varshney IEEE Transactions on Signal and Information Processing over Networks 5 (1 …, 2018 | 16 | 2018 |
| Iterative matrix inversion based low complexity detection in large/massive MIMO systems V Gupta, AK Sah, AK Chaturvedi Communications Workshops (ICC), 2016 IEEE International Conference on, 712-717, 2016 | 16* | 2016 |
| Learning-based near-optimal area-power trade-offs in hardware design for neural signal acquisition C Aprile, L Baldassarre, V Gupta, J Yoo, M Shoaran, Y Leblebici, ... Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 433-438, 2016 | 9 | 2016 |
| Joint sparsity pattern recovery with 1-bit compressive sensing in sensor networks V Gupta, B Kailkhura, T Wimalajeewa, PK Varshney 2015 49th Asilomar Conference on Signals, Systems and Computers, 2015 | 9 | 2015 |
| 3D Coded SUMMA: Communication-efficient and robust parallel matrix multiplication H Jeong, Y Yang, V Gupta, C Engelmann, TM Low, V Cadambe, ... Euro-Par 2020: Parallel Processing: 26th International Conference on …, 2020 | 4 | 2020 |
| BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory A Aghazadeh, V Gupta, A DeWeese, O Koyluoglu, K Ramchandran Mathematical and Scientific Machine Learning, 75-92, 2022 | 2 | 2022 |
| Robust class parallelism-error resilient parallel inference with low communication cost Y Yang, J Chung, G Wang, V Gupta, A Karnati, K Jiang, I Stoica, ... 2020 54th Asilomar Conference on Signals, Systems, and Computers, 1064-1065, 2020 | 2 | 2020 |
| GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs V Gupta, X Chen, R Huang, F Meng, J Chen, Y Yan Proceedings of the 33rd ACM International Conference on Information and …, 2024 | | 2024 |
| Towards Ubiquitous Serverless Computing: Fast Large-Scale Machine Learning and Optimal Pricing for the Cloud V Gupta University of California, Berkeley, 2021 | | 2021 |
Kannan RamchandranProfessor of Electrical Engineering and Computer Science, UC BerkeleyVerified email at eecs.berkeley.edu
