Takumi Fukami

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 3

Top Topics

Privacy Preservation

Exhaustive Search

Differential Privacy

Linear Programming

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Signal Inf. Process. over Networks

Publications

Takumi Fukami, Tomoya Murata, Kenta Niwa, Iifan Tyou
DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Tomoya Murata, Kenta Niwa, Takumi Fukami, Iifan Tyou
Simple Minimax Optimal Byzantine Robust Algorithm for Nonconvex Objectives with Uniform Gradient Heterogeneity. ICLR (2024)
Iifan Tyou, Tomoya Murata, Takumi Fukami, Yuki Takezawa, Kenta Niwa
A Localized Primal-Dual Method for Centralized/Decentralized Federated Learning Robust to Data Heterogeneity. IEEE Trans. Signal Inf. Process. over Networks 10 (2024)