Kenshi Abe
14 papers · 2022–2025 · 8 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (27) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (7)
π
Conference Polyglot
(8)
π€
Dynamic Duo
(10)
π
Century Club
(14)
β‘
Prolific Year
(5)
Conferences
AAAI (3)
ICML (3)
AISTATS (2)
IJCAI (2)
EMNLP (1)
ICLR (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
nash equilibrium
(5)
zero-sum game
(5)
game theory
(4)
language model alignment
(2)
learning dynamics
(2)
reinforcement learning from human feedback
(1)
dual averaging
(1)
sparse learning
(1)
lasso regression
(1)
multi-agent learning
(1)
direct preference optimization
(1)
bandit feedback
(1)
monte carlo tree search
(1)
multi-armed bandit
(1)
convergence guarantee
(1)
optimization algorithm
(1)
regret bound
(1)
contextual bandit
(1)
dynamical system
(1)
model alignment
(1)
Papers
Regularized Best-of-N Sampling with Minimum Bayes Risk Objective for Language Model Alignment
NAACL 2025
Approximate State Abstraction for Markov Games
AAAI 2025
Boosting Perturbed Gradient Ascent for Last-Iterate Convergence in Games
ICLR 2025
Synchronization in Learning in Periodic Zero-Sum Games Triggers Divergence from Nash Equilibrium
AAAI 2025
Filtered Direct Preference Optimization
EMNLP 2024
Memory Asymmetry Creates Heteroclinic Orbits to Nash Equilibrium in Learning in Zero-Sum Games
AAAI 2024
Learning Fair Division from Bandit Feedback
AISTATS 2024
Adaptively Perturbed Mirror Descent for Learning in Games
ICML 2024
Model-Based Minimum Bayes Risk Decoding for Text Generation
ICML 2024
Learning in Multi-Memory Games Triggers Complex Dynamics Diverging from Nash Equilibrium
IJCAI 2023
Last-Iterate Convergence with Full and Noisy Feedback in Two-Player Zero-Sum Games
AISTATS 2023
Mutation-driven follow the regularized leader for last-iterate convergence in zero-sum games
UAI 2022
Thresholded Lasso Bandit
ICML 2022
Anytime Capacity Expansion in Medical Residency Match by Monte Carlo Tree Search
IJCAI 2022