Kenshi Abe
14 papers · 2022–2025 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (29) π Keyword Champion (2)
π€
Dynamic Duo
(10)
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(59)
π
Century Club Β· Bronze
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Prolific Year Β· Productive
Top co-authors
Research topics
Machine Learning
(12)
Artificial Intelligence
(9)
Core AI
(9)
Mathematics & Optimization
(8)
Optimization
(8)
Optimization & Theory
(8)
Learning Types Β· Machine Learning
(6)
Natural Language Processing
(3)
Reinforcement Learning
(3)
Methods
(3)
Generation
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Keywords
nash equilibrium
(6)
game theory
(5)
zero-sum game
(5)
language model alignment
(2)
last-iterate convergence
(2)
language model
(2)
payoff perturbation
(2)
gradient ascent
(2)
learning dynamics
(2)
dual averaging
(1)
lasso regression
(1)
multi-agent learning
(1)
text generation
(1)
bandit feedback
(1)
sparse learning
(1)
model alignment
(1)
direct preference optimization
(1)
multi-armed bandit
(1)
regret bound
(1)
monte carlo tree search
(1)
Papers
Approximate State Abstraction for Markov Games
AAAI 2025
Boosting Perturbed Gradient Ascent for Last-Iterate Convergence in Games
ICLR 2025
Regularized Best-of-N Sampling with Minimum Bayes Risk Objective for Language Model Alignment
NAACL 2025
Synchronization in Learning in Periodic Zero-Sum Games Triggers Divergence from Nash Equilibrium
AAAI 2025
Adaptively Perturbed Mirror Descent for Learning in Games
ICML 2024
Filtered Direct Preference Optimization
EMNLP 2024
Learning Fair Division from Bandit Feedback
AISTATS 2024
Memory Asymmetry Creates Heteroclinic Orbits to Nash Equilibrium in Learning in Zero-Sum Games
AAAI 2024
Model-Based Minimum Bayes Risk Decoding for Text Generation
ICML 2024
Last-Iterate Convergence with Full and Noisy Feedback in Two-Player Zero-Sum Games
AISTATS 2023
Learning in Multi-Memory Games Triggers Complex Dynamics Diverging from Nash Equilibrium
IJCAI 2023
Anytime Capacity Expansion in Medical Residency Match by Monte Carlo Tree Search
IJCAI 2022
Mutation-driven follow the regularized leader for last-iterate convergence in zero-sum games
UAI 2022
Thresholded Lasso Bandit
ICML 2022