Wataru Kumagai
7 papers · 2016–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (9) π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Unstoppable
(5)
Conferences
NIPS (3)
ICLR (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
langevin dynamics
(1)
reinforcement learning
(1)
online learning
(1)
transfer learning
(1)
sparse coding
(1)
sample complexity
(1)
minimax optimality
(1)
posterior sampling
(1)
continuous optimization
(1)
markov chain monte carlo
(1)
mirror descent
(1)
stochastic mirror descent
(1)
amortized inference
(1)
feature mapping
(1)
generalization bound
(1)
latent variable model
(1)
regret bound
(1)
variational autoencoder
(1)
linear mdp
(1)
equivariant representation
(1)
Papers
Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form
ICLR 2025
Invariant and Equivariant Reynolds Networks
JMLR 2024
Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice
ICML 2023
Langevin Autoencoders for Learning Deep Latent Variable Models
NIPS 2022
Group Equivariant Conditional Neural Processes
ICLR 2021
Regret Analysis for Continuous Dueling Bandit
NIPS 2017
Learning Bound for Parameter Transfer Learning
NIPS 2016