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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
 Results 1 - 5 of 5  /   
Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2022-12-23
14:00
Kyoto Kyoto University
(Primary: On-site, Secondary: Online)
IBISML2022-60 (To be available after the conference date) [more] IBISML2022-60
pp.120-127
IBISML 2022-01-17
10:20
Online Online Constrained Bayesian Optimization through Optimal-value Entropy
Shion Takeno, Tomoyuki Tamura (NIT), Kazuki Shitara (Osaka Univ./JFCC), Masayuki Karasuyama (NIT) IBISML2021-19
The constrained optimization problem for the expensive black-box function is a major problem. Although the effectiveness... [more] IBISML2021-19
pp.9-16
IBISML 2022-01-18
15:00
Online Online Bayesian Optimization for Simultaneous Optimization of Multiple Tasks with Max-value Entropy Search
Rintaro Yamada, Shion Takeno, Masayuki Karasuyama (NIT) IBISML2021-28
Bayesian optimization (BO) has been widely studied as an effective approach to black-box optimizations. On the other han... [more] IBISML2021-28
pp.75-80
NC, IBISML, IPSJ-BIO, IPSJ-MPS [detail] 2021-06-28
15:45
Online Online Active learning for distributionally robust chance-constrained optimization
Yu Inatsu, Shion Takeno, Masayuki Karasuyama (Nitech), Ichiro Takeuchi (Nitech/RIKEN) NC2021-7 IBISML2021-7
Chance-constrained optimization (CCO) is one of the constrained optimization problems where some of the inputs to a blac... [more] NC2021-7 IBISML2021-7
pp.47-54
NC, IBISML, IPSJ-BIO, IPSJ-MPS [detail] 2018-06-13
10:00
Okinawa Okinawa Institute of Science and Technology Active Level Set Estimation with Multi-fidelity Evaluations
Shion Takeno (Nitech), Hitoshi Fukuoka (Nagoya Univ.), Yuhki Tsukada (Nagoya Univ./JST), Toshiyuki Koyama (Nagoya Univ.), Motoki Shiga (Gifu Univ./JST/RIKEN), Ichiro Takeuchi (NITech/NIMS/RIKEN), Masayuki Karasuyama (NITech/NIMS/JST) IBISML2018-1
Level set estimation is a problem to identify a level set of an unknown function, which is defined by whether the functi... [more] IBISML2018-1
pp.1-8
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