Rishi Sharma
  • Bio
  • Updates
  • Papers
  • Talks
  • Experience
  • Experience
  • Invited Talks
    • Decentralized Systems for Machine Learning
    • Decentralized Systems for Machine Learning
    • Scalability of Prolog: Real-world logic applications
    • Adversarial training for blind-spot removal
  • Posts
    • โœˆ๏ธ Wrapped up my Research Visit at the MIT Media Lab.
    • ๐ŸŽ‰ Incoming Research Intern at Microsoft Research Cambridge, UK ๐Ÿ‡ฌ๐Ÿ‡ง.
    • ๐ŸŽ‰ Our paper "Low-Cost Privacy-Aware Decentralized Learning" has been accepted for publication in the Proceedings on Privacy Enhancing Technologies 2025.
    • ๐Ÿค– We hosted the first MIT Decentralized AI Hackathon. ๐Ÿค–
    • ๐ŸŽ‰ Our paper "Boosting Asynchronous Decentralized Learning with Model Fragmentation" has been accepted for publication in the ACM Web Conference 2025.
    • ๐ŸŽ‰ Our paper "Fair Decentralized Learning" has been accepted for publication in the IEEE SaTML 2025.
    • โœˆ๏ธ Starting my Research Visit at the MIT Media Lab.
    • ๐ŸŽ‰ Our paper "Revisiting Ensembling in One-Shot Federated Learning" has been accepted for publication at NeurIPS 2024.
    • ๐ŸŽ‰ Our paper "Noiseless Privacy-Preserving Decentralized Learning" has been accepted for publication in the Proceedings on Privacy Enhancing Technologies 2025.
    • ๐ŸŽ‰ I received the Doc.Mobility Grant 2024 at EPFL.
    • The Grad School Applications
    • โœˆ๏ธ Starting my Ph.D. at EPFL.
    • Simplifying Differentiation using Directed Acyclic Graphs
  • Publications
    • Boosting Resource-Constrained Federated Learning Systems with Guessed Updates
    • Noiseless Privacy-Preserving Decentralized Learning
    • Low-Cost Privacy-Preserving Decentralized Learning
    • Boosting Asynchronous Decentralized Learning with Model Fragmentation
    • Fair Decentralized Learning
    • Practical Federated Learning without a Server
    • Efficient Pyramidal Analysis of Gigapixel Images on a Decentralized Modest Computer Cluster
    • Revisiting Ensembling in One-Shot Federated Learning
    • Energy-Aware Decentralized Learning with Intermittent Model Training
    • Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
    • Get More for Less in Decentralized Learning Systems
    • Decentralized Learning Made Easy with DecentralizePy
    • ZS3: Marrying Static Analyzers and Constraint Solvers to Parallelize Loops in Managed Runtimes

๐ŸŽ‰ I received the Doc.Mobility Grant 2024 at EPFL.

Apr 18, 2024ยท
Rishi Sharma
Rishi Sharma
ยท 1 min read
Link to award

The grant will support my research visit to MIT this year.

Last updated on Mar 3, 2025
Rishi Sharma
Authors
Rishi Sharma
Ph.D. in Computer Science

โ† ๐ŸŽ‰ Our paper "Noiseless Privacy-Preserving Decentralized Learning" has been accepted for publication in the Proceedings on Privacy Enhancing Technologies 2025. Aug 24, 2024
The Grad School Applications Oct 14, 2021 โ†’

ยฉ 2025 Rishi Sharma. This work is licensed under CC BY NC ND 4.0

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