Vipul Gupta
Vipul Gupta
Graduate student, EECS, UC Berkeley
Vahvistettu sähköpostiosoite verkkotunnuksessa - Kotisivu
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
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
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
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
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
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
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
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
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
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
Utility-based resource allocation and pricing for serverless computing
V Gupta, S Phade, T Courtade, K Ramchandran
arXiv preprint arXiv:2008.07793, 2020
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
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
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
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
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
Coded 2.5 d summa: Coded matrix multiplication for high performance computing
H Jeong, Y Yang, V Gupta, V Cadambe, K Ramchandran, P Grover
The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis
PN Venkit, M Srinath, S Gautam, S Venkatraman, V Gupta, ...
arXiv preprint arXiv:2310.12318, 2023
Towards Ubiquitous Serverless Computing: Fast Large-Scale Machine Learning and Optimal Pricing for the Cloud
V Gupta
University of California, Berkeley, 2021
Signal Processing for Engergy and Power Systems A Model for Joint Probabilistic Forecast of Solar Photovoltaic Power and Outdoor Temperature …
F Gama, E Isufi, A Ribeiro, G Leus, K Chen, DG Dobhakhshari, V Gupta, ...
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Artikkelit 1–20