Rishi Sharma

33 papers A* 3A 1Misc 1Journal 20Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Mosaic Learning: A Framework for Decentralized Learning with Model Fragmentation.
CoRR
Sayan Biswas, Davide Frey, Romaric Gaudel, Nirupam Gupta, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani, Martijn de Vos
2026 J jnl
Optimizing Agentic Workflows using Meta-tools.
CoRR
Sami Abuzakuk, Anne-Marie Kermarrec, Rishi Sharma, Rasmus Moorits Veski, Martijn de Vos
2026 — conf
Orbit: Efficient Agentic Inference using Priority Scheduling.
EuroMLSys@EuroSys
Sami Abuzakuk, Anne-Marie Kermarrec, Palak, Rafael Pires, Rishi Sharma, Martijn de Vos
2025 A* conf
Boosting Asynchronous Decentralized Learning with Model Fragmentation.
WWW
Sayan Biswas, Anne-Marie Kermarrec, Alexis Marouani, Rafael Pires, Rishi Sharma, Martijn de Vos
2025 J jnl
Boosting Resource-Constrained Federated Learning Systems With Guessed Updates.
IEEE Trans. Parallel Distributed Syst.
Mohamed Yassine Boukhari, Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Rafael Pires, Othmane Safsafi, Rishi Sharma
2025 J jnl
Collaborative Agentic AI Needs Interoperability Across Ecosystems.
CoRR
Rishi Sharma, Martijn de Vos, Pradyumna Chari, Ramesh Raskar, Anne-Marie Kermarrec
2025 — conf
Efficient Pyramidal Analysis of Gigapixel Images on a Decentralized Modest Computer Cluster.
Euro-Par (3)
Marie Reinbigler, Rishi Sharma, Rafael Pires, Elisabeth Brunet, Anne-Marie Kermarrec, Catalin I. Fetita
2025 J jnl
Efficient Pyramidal Analysis of Gigapixel Images on a Decentralized Modest Computer Cluster.
CoRR
Marie Reinbigler, Rishi Sharma, Rafael Pires, Elisabeth Brunet, Anne-Marie Kermarrec, Catalin I. Fetita
2025 — conf
Fair Decentralized Learning.
SaTML
Sayan Biswas, Anne-Marie Kermarrec, Rishi Sharma, Trinca Thibaud, Martijn de Vos
2025 J jnl
HarMoEny: Efficient Multi-GPU Inference of MoE Models.
CoRR
Zachary Doucet, Rishi Sharma, Martijn de Vos, Rafael Pires, Anne-Marie Kermarrec, Oana Balmau
2025 J jnl
Low-Cost Privacy-Preserving Decentralized Learning.
Proc. Priv. Enhancing Technol.
Sayan Biswas, Davide Frey, Romaric Gaudel, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani
2025 J jnl
Noiseless Privacy-Preserving Decentralized Learning.
Proc. Priv. Enhancing Technol.
Sayan Biswas, Mathieu Even, Anne-Marie Kermarrec, Laurent Massoulié, Rafael Pires, Rishi Sharma, Martijn de Vos
2025 — conf
Practical Federated Learning without a Server.
EuroMLSys
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Erick Lavoie, Johan Pouwelse, Rishi Sharma, Martijn de Vos
2025 J jnl
Practical Federated Learning without a Server.
CoRR
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Erick Lavoie, Johan Pouwelse, Rishi Sharma, Martijn de Vos
2025 — conf
SONAR Web: A Platform-Agnostic Framework for Real-Time Decentralized Learning Across Heterogeneous Edge Clients.
FedEdge-AI@MobiCom
Joyce Yuan, Brian Le, Kathryn Le, Yichuan Shi, Abhishek Singh, Rishi Sharma, Angel Patricio, Ramesh Raskar
2024 J jnl
Beyond Noise: Privacy-Preserving Decentralized Learning with Virtual Nodes.
CoRR
Sayan Biswas, Mathieu Even, Anne-Marie Kermarrec, Laurent Massoulié, Rafael Pires, Rishi Sharma, Martijn de Vos
2024 J jnl
Boosting Asynchronous Decentralized Learning with Model Fragmentation.
CoRR
Sayan Biswas, Anne-Marie Kermarrec, Alexis Marouani, Rafael Pires, Rishi Sharma, Martijn de Vos
2024 — conf
Energy-Aware Decentralized Learning with Intermittent Model Training.
IPDPS (Workshops)
Martijn de Vos, Akash Balasaheb Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma
2024 J jnl
Energy-Aware Decentralized Learning with Intermittent Model Training.
CoRR
Akash Balasaheb Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma, Martijn de Vos
2024 J jnl
Fair Decentralized Learning.
CoRR
Sayan Biswas, Anne-Marie Kermarrec, Rishi Sharma, Trinca Thibaud, Martijn de Vos
2024 J jnl
Low-Cost Privacy-Aware Decentralized Learning.
CoRR
Sayan Biswas, Davide Frey, Romaric Gaudel, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani
2024 A* conf
Revisiting Ensembling in One-Shot Federated Learning.
NeurIPS
Youssef Allouah, Akash Balasaheb Dhasade, Rachid Guerraoui, Nirupam Gupta, Anne-Marie Kermarrec, Rafael Pinot, Rafael Pires, Rishi Sharma
2024 J jnl
Revisiting Ensembling in One-Shot Federated Learning.
CoRR
Youssef Allouah, Akash Balasaheb Dhasade, Rachid Guerraoui, Nirupam Gupta, Anne-Marie Kermarrec, Rafael Pinot, Rafael Pires, Rishi Sharma
2024 J jnl
Secure Aggregation Meets Sparsification in Decentralized Learning.
CoRR
Sayan Biswas, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
2023 — conf
Decentralized Learning Made Easy with DecentralizePy.
EuroMLSys@EuroSys
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
2023 J jnl
Decentralized Learning Made Easy with DecentralizePy.
CoRR
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
2023 A* conf
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication.
NeurIPS
Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma
2023 J jnl
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication.
CoRR
Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma
2023 A conf
Get More for Less in Decentralized Learning Systems.
ICDCS
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic, Jeffrey Wigger
2023 J jnl
Get More for Less in Decentralized Learning Systems.
CoRR
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic, Jeffrey Wigger
2022 J jnl
Can We Run in Parallel? Automating Loop Parallelization for TornadoVM.
CoRR
Rishi Sharma, Shreyansh Kulshreshtha, Manas Thakur
2022 — conf
ZS3: Marrying Static Analyzers and Constraint Solvers to Parallelize Loops in Managed Runtimes.
CASCON
Rishi Sharma, Shreyansh Kulshreshtha, Manas Thakur
2020 Misc conf
An Online Low-Cost System for Air Quality Monitoring, Prediction, and Warning.
ICDCIT
Rishi Sharma, Tushar Saini, Praveen Kumar, Ankush Pathania, Khyathi Chitineni, Pratik Chaturvedi, Varun Dutt