עקוב אחר
Vipul Gupta
Vipul Gupta
Graduate student, EECS, UC Berkeley
כתובת אימייל מאומתת בדומיין berkeley.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
642018
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
592020
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
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
482019
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
25*2021
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
252017
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
172018
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
172017
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
162020
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
92016
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
92015
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
42020
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
22022
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
22020
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
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–18