Author

Wataru Kumagai

Observed names: Kumagai, Wataru, W. KUMAGAI, Wataru KUMAGAI

Institutions: RIKEN Center for Advanced Intelligence Project, Omron Sinic X Corporation (Japan), The University of Tokyo, Yokogawa Electric (Japan)

Observed institutions: Tokyo Institute of Technology, Hong Kong Polytechnic University, Tohoku University, Kanagawa University, RIKEN, RIKEN Center for Advanced Intelligence Project, Omron Sinic X Corporation (Japan), Nagoya University, Tokyo Metropolitan University, The University of Tokyo, Yokogawa Electric (Japan)

ORCID: 0000-0002-3081-5951

Observed ORCID: 0000-0002-3081-5951

OpenAlex ID: A5003820265

Uncertainty propagation for dropout-based Bayesian neural networks

2021 · Yuki Mae, Wataru Kumagai, et al. · Neural Networks · 72

Second-Order Asymptotics of Conversions of Distributions and Entangled States Based on Rayleigh-Normal Probability Distributions

2016 · Wataru Kumagai, Masahito Hayashi · IEEE Transactions on Information Theory · 40

Entanglement Concentration is Irreversible

2013 · Wataru Kumagai, Masahito Hayashi · Physical Review Letters · 29

LPML: LLM-Prompting Markup Language for Mathematical Reasoning

2023 · Yamauchi, Ryutaro, Sonoda, Sho, et al. · arXiv (Cornell University) · 23

Learning Bound for Parameter Transfer Learning

2016 · Kumagai, Wataru · arXiv (Cornell University) · 18

Universal Approximation Theorem for Equivariant Maps by Group CNNs

2020 · Kumagai, Wataru, Sannai, Akiyoshi · arXiv (Cornell University) · 13

Random Number Conversion and LOCC Conversion via Restricted Storage

2017 · Wataru Kumagai, Masahito Hayashi · IEEE Transactions on Information Theory · 13

Quantum Hypothesis Testing for Gaussian States: Quantum Analogues of χ2, t-, and F-Tests

2013 · Wataru Kumagai, Masahito Hayashi · Communications in Mathematical Physics · 13

A characterization of extended monotone metrics

2010 · Wataru Kumagai · Linear Algebra and its Applications · 13

Towards Autonomous Hypothesis Verification via Language Models with Minimal Guidance

2023 · Takagi, Shiro, Yamauchi, Ryutaro, et al. · arXiv (Cornell University) · 10

Group Equivariant Conditional Neural Processes

2021 · Kawano, Makoto, Kumagai, Wataru, et al. · arXiv (Cornell University) · 10

Regret Analysis for Continuous Dueling Bandit

2017 · Kumagai, Wataru · arXiv (Cornell University) · 9

Asymptotic compatibility between local-operations-and-classical-communication conversion and recovery

2015 · Kosuke Ito, Wataru Kumagai, et al. · Physical Review A · 9

Particle Swarm Optimization with Rotational Invariance Using Correlativity

2018 · Wataru Kumagai, Keiichiro Yasuda · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 8

Parallel distributed block coordinate descent methods based on pairwise comparison oracle

2016 · Kota Matsui, Wataru Kumagai, et al. · Journal of Global Optimization · 8

A New Family of Probability Distributions and Asymptotics of Classical and LOCC Conversions

2013 · Wataru Kumagai, Masahito Hayashi · arXiv (Cornell University) · 8

A Policy Gradient Primal-Dual Algorithm for Constrained MDPs with Uniform PAC Guarantees

2024 · Kitamura, Toshinori, Kozuno, Tadashi, et al. · arXiv (Cornell University) · 7

A Superior Solution Set Search Problem for Single-Objective Optimization and A Firefly Algorithm Based Optimization Method

2016 · Ryuta Oosumi, Wataru Kumagai, et al. · IEEJ Transactions on Electronics Information and Systems · 7

Black-Box Optimization and Its Applications

2023 · Wataru Kumagai, Keiichiro Yasuda · Design science and innovation · 6

Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form

2024 · Kitamura, Toshinori, Kozuno, Tadashi, et al. · arXiv (Cornell University) · 5

Spectral Embedded Deep Clustering

2019 · Yuichiro Wada, Shugo Miyamoto, et al. · Entropy · 5

Making rotational invariance of particle swarm optimization based on correlativity

2017 · Wataru Kumagai, Keiichiro Yasuda · IEEJ Transactions on Electrical and Electronic Engineering · 5

Search Dynamics Analysis and Adaptive Parameter Adjustment of Cuckoo Search

2015 · Wataru Kumagai, Kenichi Tamura, et al. · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 5

An Extension of MOEA/D to Constrained Optimization and Adaptive Weight Adjustment

2021 · Yusuke Yasuda, Wataru Kumagai, et al. · IEEJ Transactions on Electronics Information and Systems · 4

Equivariant and Invariant Reynolds Networks

2021 · Sannai, Akiyoshi, Kawano, Makoto, et al. · arXiv (Cornell University) · 3

Works count: 61

Citation count: 390

H-index: 10

I10-index: 11