Vipul Gupta
University of California, Berkeley
H-index: 11
North America-United States
Top articles of Vipul Gupta
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory | Proceedings of Machine Learning Research vol 107: 1–18, 2021 2nd Annual Conference on Mathematical and Scientific Machine Learning | Aghazadeh Amirali Vipul Gupta Alex DeWeese O Ozan Koyluoglu Kannan Ramchandran | 2021/1 |
Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism | Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2021. | Vipul Gupta Dhruv Choudhary Ping Tak Peter Tang Xiaohan Wei Xing Wang | 2021/5/21 |
LocalNewton: Reducing communication bottleneck for distributed learning | Vipul Gupta Avishek Ghosh Michal Derezinski Rajiv Khanna Kannan Ramchandran | 2021/5/16 | |
Towards Ubiquitous Serverless Computing: Fast Large-Scale Machine Learning and Optimal Pricing for the Cloud | Vipul Gupta | 2021 | |
Robust class parallelism-error resilient parallel inference with low communication cost | Yaoqing Yang Jichan Chung Guanhua Wang Vipul Gupta Adarsh Karnati | 2020 | |
Utility-based resource allocation and pricing for serverless computing | arXiv preprint arXiv:2008.07793 | Vipul Gupta Soham Phade Thomas Courtade Kannan Ramchandran | 2020/8/18 |
Stochastic Weight Averaging in Parallel: Large-Batch Training that Generalizes Well | Vipul Gupta Santiago Akle Serrano Dennis DeCoste | 2020/1/7 | |
3D Coded SUMMA: Communication-efficient and robust parallel matrix multiplication | Haewon Jeong Yaoqing Yang Vipul Gupta Christian Engelmann Tze Meng Low | 2020 | |
Serverless straggler mitigation using error-correcting codes | Vipul Gupta Dominic Carrano Yaoqing Yang Vaishaal Shankar Thomas Courtade | 2020/11/29 |
Co-Authors
