IEEE Transactions on Signal and Information Processing over Networks

In recent 10 years: Kenta Niwa (3)

Yuichi Tanaka (2)

Since 2016: Kenta Niwa (5)

Masahiro Yukawa (3) / Yuki Takezawa (2) / Yuichi Tanaka (2) / Hiroshi Sawada (2) / Akinori Fujino (2)

Distributed Convex Optimization Over-the-Air in Dynamic Environments

Authors: Navneet Agrawal, Renato Lus Garrido Cavalcante, Masahiro Yukawa, Slawomir Stanczak

Natural Gradient Primal-Dual Method for Decentralized Learning

Authors: Kenta Niwa, Hiro Ishii, Hiroshi Sawada, Akinori Fujino, Noboru Harada, Rio Yokota

Stable Outlier-Robust Signal Recovery Over Networks: A Convex Analytic Approach Using Minimax Concave Loss

Authors: Maximilian H. V. Tillmann and Masahiro Yukawa

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

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

CoordiNet: Constrained Dynamics Learning for State Coordination Over Graph

Authors: Kenta Niwa, Naonori Ueda, Hiroshi Sawada, Akinori Fujino, Shoichiro Takeda, Guoqiang Zhang, W. Bastiaan Kleijn

Communication Compression for Decentralized Learning With Operator Splitting Methods

Authors: Yuki Takezawa, Kenta Niwa, Makoto Yamada

Distributed Sparse Optimization With Weakly Convex Regularizer: Consensus Promoting and Approximate Moreau Enhanced Penalties Towards Global Optimality

Authors: Kei Komuro, Masahiro Yukawa, Renato Lus Garrido Cavalcante

Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space

Authors: Akihito Taya, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto

Revisiting the Primal-Dual Method of Multipliers for Optimisation Over Centralised Networks

Authors: Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn

State-Space Network Topology Identification From Partial Observations

Authors: Mario Coutino, Elvin Isufi, Takanori Maehara, Geert Leus

Efficient Approximation and Denoising of Graph Signals Using the Multiscale Basis Dictionaries

Authors: Jeff Irion and Naoki Saito

Multireceiver Predicate Encryption for Online Social Networks

Authors: Chun-I Fan, Yi-Fan Tseng, Jheng-Jia Huang, Shih-Fen Chen, Hiroaki Kikuchi

Spectral Graph Wavelets and Filter Banks With Low Approximation Error

Authors: Akie Sakiyama, Kana Watanabe, Yuichi Tanaka

Graph Signal Denoising via Trilateral Filter on Graph Spectral Domain

Authors: Masaki Onuki, Shunsuke Ono, Masao Yamagishi, Yuichi Tanaka