Personal information

No personal information available

Activities

Education and qualifications (1)

University of California Berkeley: Berkeley, CA, US

2016-08 to 2021-05 | PhD (EECS)
Education
Source: Self-asserted source
Vipul Gupta

Works (9)

GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs

2024-10-21 | Conference paper
Contributors: Vipul Gupta; Xin Chen; Ruoyun Huang; Fanlong Meng; Jianjun Chen; Yujun Yan
Source: check_circle
Crossref

Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism

Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining
2021-08-14 | Conference paper
Contributors: Vipul Gupta; Dhruv Choudhary; Peter Tang; Xiaohan Wei; Xing Wang; Yuzhen Huang; Arun Kejariwal; Kannan Ramchandran; Michael W. Mahoney
Source: Self-asserted source
Vipul Gupta

Joint User and Antenna Selection in Massive-MIMO Systems With QoS-Constraints

IEEE Systems Journal
2021-03 | Journal article
Contributors: Javed Akhtar; Ketan Rajawat; Vipul Gupta; Ajit K. Chaturvedi
Source: check_circle
Crossref

OverSketched Newton: Fast Convex Optimization for Serverless Systems

2020 IEEE International Conference on Big Data (Big Data)
2020-12-10 | Conference paper
Contributors: Vipul Gupta; Swanand Kadhe; Thomas Courtade; Michael W. Mahoney; Kannan Ramchandran
Source: Self-asserted source
Vipul Gupta

Serverless Straggler Mitigation using Error-Correcting Codes

2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS)
2020-11 | Conference paper
Contributors: Vipul Gupta; Dominic Carrano; Yaoqing Yang; Vaishaal Shankar; Thomas Courtade; Kannan Ramchandran
Source: Self-asserted source
Vipul Gupta
grade
Preferred source (of 2)‎

Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost

2020 54th Asilomar Conference on Signals, Systems, and Computers
2020-11-01 | Conference paper
Contributors: Yaoqing Yang; Jichan Chung; Guanhua Wang; Vipul Gupta; Adarsh Karnati; Kenan Jiang; Ion Stoica; Joseph Gonzalez; Kannan Ramchandran
Source: Self-asserted source
Vipul Gupta

Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks

IEEE Transactions on Signal and Information Processing over Networks
2019-03 | Journal article
Contributors: Swatantra Kafle; Vipul Gupta; Bhavya Kailkhura; Thakshila Wimalajeewa; Pramod K. Varshney
Source: check_circle
Crossref

OverSketch: Approximate Matrix Multiplication for the Cloud

2018 IEEE International Conference on Big Data (Big Data)
2018-12 | Conference paper
Contributors: Vipul Gupta; Shusen Wang; Thomas Courtade; Kannan Ramchandran
Source: Self-asserted source
Vipul Gupta

Stochastic Weight Averaging in Parallel: Large-Batch Training That Generalizes Well

International Conference on Learning Representations
Conference paper
Contributors: Gupta, Vipul; Serrano, Santiago Akle; DeCoste, Dennis
Source: Self-asserted source
Vipul Gupta