Takumi Fukami

According to our database, Takumi Fukami authored at least 4 papers in 2024.

Collaborative distances:

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

2024

A Localized Primal-Dual Method for Centralized/Decentralized Federated Learning Robust to Data Heterogeneity.

Iifan Tyou, Tomoya Murata, Takumi Fukami, Yuki Takezawa, Kenta Niwa

IEEE Trans. Signal Inf. Process. over Networks, 2024

DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning.

Takumi Fukami, Tomoya Murata, Kenta Niwa, Iifan Tyou

IEEE Trans. Inf. Forensics Secur., 2024

NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA.

Marlon Tobaben, Mohamed Ali Souibgui, Rubèn Tito, Khanh Nguyen, Raouf Kerkouche, Kangsoo Jung, Joonas Jälkö, Lei Kang, Andrey Barsky, Vincent Poulain D'Andecy, Aurélie Joseph, Aashiq Muhamed, Kevin Kuo, Virginia Smith, Yusuke Yamasaki, Takumi Fukami, Kenta Niwa, Iifan Tyou, Hiro Ishii, Rio Yokota, Ragul N, Rintu Kutum, Josep Lladós, Ernest Valveny, Antti Honkela, Mario Fritz, Dimosthenis Karatzas

CoRR, 2024

Simple Minimax Optimal Byzantine Robust Algorithm for Nonconvex Objectives with Uniform Gradient Heterogeneity.

Tomoya Murata, Kenta Niwa, Takumi Fukami, Iifan Tyou

Proceedings of the Twelfth International Conference on Learning Representations, 2024