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

Tomoya Murata, Kenta Niwa, Takumi Fukami, Iifan Tyou
2/12/2026

No confident code implementation found for this paper.

Semantic Scholar

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. Any repos shown below are weak matches — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Cite this paper

@article{murata2026simple,
  title  = {Simple Minimax Optimal Byzantine Robust Algorithm for Nonconvex Objectives with Uniform Gradient Heterogeneity},
  author = {Tomoya Murata and Kenta Niwa and Takumi Fukami and Iifan Tyou},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:b473294f6376463aa498e4bf384967b4fec018e3},
  journal = {ICLR 2024 2024}
}

Discussion