Rishi Sharma

According to our database, Rishi Sharma authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

Noiseless Privacy-Preserving Decentralized Learning.

Sayan Biswas, Mathieu Even, Anne-Marie Kermarrec, Laurent Massoulié, Rafael Pires, Rishi Sharma, Martijn de Vos

Proc. Priv. Enhancing Technol., 2025

2024

Boosting Asynchronous Decentralized Learning with Model Fragmentation.

Sayan Biswas, Anne-Marie Kermarrec, Alexis Marouani, Rafael Pires, Rishi Sharma, Martijn de Vos

CoRR, 2024

Fair Decentralized Learning.

Sayan Biswas, Anne-Marie Kermarrec, Rishi Sharma, Trinca Thibaud, Martijn de Vos

CoRR, 2024

Secure Aggregation Meets Sparsification in Decentralized Learning.

Sayan Biswas, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic

CoRR, 2024

Beyond Noise: Privacy-Preserving Decentralized Learning with Virtual Nodes.

Sayan Biswas, Mathieu Even, Anne-Marie Kermarrec, Laurent Massoulié, Rafael Pires, Rishi Sharma, Martijn de Vos

CoRR, 2024

Low-Cost Privacy-Aware Decentralized Learning.

Sayan Biswas, Davide Frey, Romaric Gaudel, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani

CoRR, 2024

Energy-Aware Decentralized Learning with Intermittent Model Training.

Martijn de Vos, Akash Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

Epidemic Learning: Boosting Decentralized Learning with Randomized Communication.

Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Get More for Less in Decentralized Learning Systems.

Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic, Jeffrey Wigger

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Decentralized Learning Made Easy with DecentralizePy.

Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic

Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023

2022

Can We Run in Parallel? Automating Loop Parallelization for TornadoVM.

Rishi Sharma, Shreyansh Kulshreshtha, Manas Thakur

CoRR, 2022

ZS3: Marrying Static Analyzers and Constraint Solvers to Parallelize Loops in Managed Runtimes.

Rishi Sharma, Shreyansh Kulshreshtha, Manas Thakur

Proceedings of the 32nd Annual International Conference on Computer Science and Software Engineering, 2022

2020

An Online Low-Cost System for Air Quality Monitoring, Prediction, and Warning.

Rishi Sharma, Tushar Saini, Praveen Kumar, Ankush Pathania, Khyathi Chitineni, Pratik Chaturvedi, Varun Dutt

Proceedings of the Distributed Computing and Internet Technology, 2020