Takuma Otsuka

Joined

September 2018

Names

Takuma Otsuka (Preferred)

Emails

****@ieee.org (Confirmed)

Personal Links

Career & Education History

Researcher

NTT Corporation (hco.ntt.co.jp)

2014 – 2018

PhD student

Kyoto University (kyoto-u.ac.jp)

2011 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

Bayesian inference

2011 – 2018

latent variable model

2011 – 2018

Publications

Weak approximation of transformed stochastic gradient MCMC
Soma Yokoi, Takuma Otsuka, Issei Sato
- 2020 (modified: 24 Apr 2023)
- Mach. Learn. 2020
- Readers: Everyone
Bayesian Optimization for Crowd Traffic Control Using Multi-Agent Simulation
Takuma Otsuka, Hitoshi Shimizu, Tomoharu Iwata, Futoshi Naya, Hiroshi Sawada, Naonori Ueda
- 2019 (modified: 12 May 2023)
- ITSC 2019
- Readers: Everyone
Efficient Transfer Bayesian Optimization with Auxiliary Information
Tomoharu Iwata, Takuma Otsuka
- 2019 (modified: 24 Apr 2023)
- CoRR 2019
- Readers: Everyone
On Transformations in Stochastic Gradient MCMC
Soma Yokoi, Takuma Otsuka, Issei Sato
- 2019 (modified: 24 Apr 2023)
- CoRR 2019
- Readers: Everyone
Finding Appropriate Traffic Regulations via Graph Convolutional Networks
Tomoharu Iwata, Takuma Otsuka, Hitoshi Shimizu, Hiroshi Sawada, Futoshi Naya, Naonori Ueda
- 2018 (modified: 12 May 2023)
- CoRR 2018
- Readers: Everyone
Incremental Environmental Monitoring for Revealing the Ecology of Endangered Fish
Yoshinari Shirai, Yasue Kishino, Shin Mizutani, Yutaka Yanagisawa, Takayuki Suyama, Takuma Otsuka, Tadao Kitagawa, Futoshi Naya
- 2018 (modified: 24 Apr 2023)
- IEICE Trans. Commun. 2018
- Readers: Everyone
Multi-output Polynomial Networks and Factorization Machines
Mathieu Blondel, Vlad Niculae, Takuma Otsuka, Naonori Ueda
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Swarm of Sound-to-Light Conversion Devices to Monitor Acoustic Communication Among Small Nocturnal Animals
Takeshi Mizumoto, Ikkyu Aihara, Takuma Otsuka, Hiromitsu Awano, Hiroshi G. Okuno
- 2017 (modified: 24 Apr 2023)
- J. Robotics Mechatronics 2017
- Readers: Everyone
Multi-output Polynomial Networks and Factorization Machines
Mathieu Blondel, Vlad Niculae, Takuma Otsuka, Naonori Ueda
- 2017 (modified: 24 Apr 2023)
- CoRR 2017
- Readers: Everyone
Size Effect on Call Properties of Japanese Tree Frogs Revealed by Audio-Processing Technique
Ikkyu Aihara, Ryu Takeda, Takeshi Mizumoto, Takuma Otsuka, Hiroshi G. Okuno
- 2017 (modified: 24 Apr 2023)
- J. Robotics Mechatronics 2017
- Readers: Everyone

View all 39 publications

Co-Authors

View all 45 co-authors