Wataru Kumagai
7 papers · 2016–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(4)
Optimization & Theory
(4)
Deep Learning
(3)
Architectures
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Learning Paradigms
(2)
Learning Types
(2)
Methods
(2)
Mathematics & Optimization
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Models
(1)
Optimization
(1)
Keywords
reinforcement learning
(1)
online learning
(1)
transfer learning
(1)
sparse coding
(1)
policy gradient
(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)
lie group
(1)
langevin dynamics
(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
NeurIPS 2022
Group Equivariant Conditional Neural Processes
ICLR 2021
Regret Analysis for Continuous Dueling Bandit
NeurIPS 2017
Learning Bound for Parameter Transfer Learning
NeurIPS 2016