Junya Honda

Papers on Lattice

Total citations

Topics

h-index

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)Training Efficiency & Optimization (1)

Frequent co-authors

Botao Chen (1)Jongyeong Lee (1)Chansook Kim (1)Chansoo Kim (1)

Papers (1)

Mar 12, 2026

Botao Chen +44d ago

A Further Efficient Algorithm with Best-of-Both-Worlds Guarantees for $m$-Set Semi-Bandit Problem

FTPL finally achieves "Best-of-Both-Worlds" optimality for $m$-set semi-bandit problems, matching FTRL's regret guarantees with significantly reduced computational complexity via conditional geometric resampling.

Botao Chen, Jongyeong Lee, Chansook Kim +2

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing Training Efficiency & Optimization

Search

Junya Honda

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)