Vipul Gupta

Employment

Employment history is unavailable.

Education

• University of California Berkeley PhD
  2016 - 2021

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs
  2024 DOI: 10.1145/3627673.3680021
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• Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism
  Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 2021 DOI: 10.1145/3447548.3467080
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• Joint User and Antenna Selection in Massive-MIMO Systems With QoS-Constraints
  IEEE Systems Journal 2021 DOI: 10.1109/JSYST.2020.3014867
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• OverSketched Newton: Fast Convex Optimization for Serverless Systems
  2020 IEEE International Conference on Big Data (Big Data) 2020 DOI: 10.1109/bigdata50022.2020.9378289
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• Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost
  2020 54th Asilomar Conference on Signals, Systems, and Computers 2020 DOI: 10.1109/ieeeconf51394.2020.9443452
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• Serverless Straggler Mitigation using Error-Correcting Codes
  2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS) 2020 DOI: 10.1109/icdcs47774.2020.00019
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• Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks
  IEEE Transactions on Signal and Information Processing over Networks 2019 DOI: 10.1109/TSIPN.2018.2838038
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• OverSketch: Approximate Matrix Multiplication for the Cloud
  2018 IEEE International Conference on Big Data (Big Data) 2018 DOI: 10.1109/bigdata.2018.8622139
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• Stochastic Weight Averaging in Parallel: Large-Batch Training That Generalizes Well
  International Conference on Learning Representations
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