Akash Dhasade

According to our database, Akash Dhasade authored at least 9 papers between 2019 and 2024.

Collaborative distances:

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

2024

Fairness Auditing with Multi-Agent Collaboration.

Martijn de Vos, Akash Dhasade, Jade Garcia Bourrée, Anne-Marie Kermarrec, Erwan Le Merrer, Benoît Rottembourg, Gilles Trédan

CoRR, 2024

2023

QuickDrop: Efficient Federated Unlearning by Integrated Dataset Distillation.

Akash Dhasade, Yaohong Ding, Song Guo, Anne-Marie Kermarrec, Martijn de Vos, Leijie Wu

CoRR, 2023

MoDeST: Bridging the Gap between Federated and Decentralized Learning with Decentralized Sampling.

Martijn de Vos, Akash Dhasade, Anne-Marie Kermarrec, Erick Lavoie, Johan Pouwelse

CoRR, 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

TEE-based decentralized recommender systems: The raw data sharing redemption.

Akash Dhasade, Nevena Dresevic, Anne-Marie Kermarrec, Rafael Pires

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

2021

Guess what? You can boost Federated Learning for free.

Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires

CoRR, 2021

2020

Parallel and Scalable Precise Clustering.

Stuart Byma, Akash Dhasade, Adrian M. Altenhoff, Christophe Dessimoz, James R. Larus

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

Parallel and Scalable Precise Clustering for Homologous Protein Discovery.

Stuart Byma, Akash Dhasade, Adrian M. Altenhoff, Christophe Dessimoz, James R. Larus

CoRR, 2019