Akash Dhasade

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Learning Systems

Interprocess Communication

Completely Unsupervised

Top Venues

EuroMLSys@EuroSys

Publications

Martijn de Vos, Akash Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma
Energy-Aware Decentralized Learning with Intermittent Model Training. IPDPS (Workshops) (2024)
Martijn de Vos, Akash Dhasade, Jade Garcia Bourrée, Anne-Marie Kermarrec, Erwan Le Merrer, Benoît Rottembourg, Gilles Trédan
Fairness Auditing with Multi-Agent Collaboration. CoRR (2024)
Akash Dhasade, Anne-Marie Kermarrec, Tuan-Anh Nguyen, Rafael Pires, Martijn de Vos
Harnessing Increased Client Participation with Cohort-Parallel Federated Learning. CoRR (2024)
Akash Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma, Martijn de Vos
Energy-Aware Decentralized Learning with Intermittent Model Training. CoRR (2024)
Akash Dhasade, Yaohong Ding, Song Guo, Anne-Marie Kermarrec, Martijn de Vos, Leijie Wu
QuickDrop: Efficient Federated Unlearning by Integrated Dataset Distillation. CoRR (2023)
Martijn de Vos, Akash Dhasade, Anne-Marie Kermarrec, Erick Lavoie, Johan Pouwelse
MoDeST: Bridging the Gap between Federated and Decentralized Learning with Decentralized Sampling. CoRR (2023)
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
Decentralized Learning Made Easy with DecentralizePy. CoRR (2023)
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic, Jeffrey Wigger
Get More for Less in Decentralized Learning Systems. CoRR (2023)
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic, Jeffrey Wigger
Get More for Less in Decentralized Learning Systems. ICDCS (2023)
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
Decentralized Learning Made Easy with DecentralizePy. EuroMLSys@EuroSys (2023)
Akash Dhasade, Nevena Dresevic, Anne-Marie Kermarrec, Rafael Pires
TEE-based decentralized recommender systems: The raw data sharing redemption. CoRR (2022)
Akash Dhasade, Nevena Dresevic, Anne-Marie Kermarrec, Rafael Pires
TEE-based decentralized recommender systems: The raw data sharing redemption. IPDPS (2022)
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires
Guess what? You can boost Federated Learning for free. CoRR (2021)
Stuart Byma, Akash Dhasade, Adrian M. Altenhoff, Christophe Dessimoz, James R. Larus
Parallel and Scalable Precise Clustering. PACT (2020)
Stuart Byma, Akash Dhasade, Adrian M. Altenhoff, Christophe Dessimoz, James R. Larus
Parallel and Scalable Precise Clustering for Homologous Protein Discovery. CoRR (2019)