Zobrazeno 1 - 10
of 9 186
pro vyhledávání: '"Kiyohara A"'
Autor:
Kiyohara, Mitsuka, Ishihata, Masakazu
Issues of inequity in U.S. high schools' course scheduling did not previously exist. However, in recent years, with the increase in student population and course variety, students perceive that the course scheduling method is unfair. Current integer
Externí odkaz:
http://arxiv.org/abs/2408.12032
Autor:
Shimizu, Tatsuhiro, Tanaka, Koichi, Kishimoto, Ren, Kiyohara, Haruka, Nomura, Masahiro, Saito, Yuta
We explore off-policy evaluation and learning (OPE/L) in contextual combinatorial bandits (CCB), where a policy selects a subset in the action space. For example, it might choose a set of furniture pieces (a bed and a drawer) from available items (be
Externí odkaz:
http://arxiv.org/abs/2408.11202
We study off-policy evaluation (OPE) in the problem of slate contextual bandits where a policy selects multi-dimensional actions known as slates. This problem is widespread in recommender systems, search engines, marketing, to medical applications, h
Externí odkaz:
http://arxiv.org/abs/2402.02171
Autor:
Kiyohara, Haruka, Kishimoto, Ren, Kawakami, Kosuke, Kobayashi, Ken, Nakata, Kazuhide, Saito, Yuta
Off-Policy Evaluation (OPE) aims to assess the effectiveness of counterfactual policies using only offline logged data and is often used to identify the top-k promising policies for deployment in online A/B tests. Existing evaluation metrics for OPE
Externí odkaz:
http://arxiv.org/abs/2311.18207
Autor:
Kiyohara, Haruka, Kishimoto, Ren, Kawakami, Kosuke, Kobayashi, Ken, Nakata, Kazuhide, Saito, Yuta
This paper introduces SCOPE-RL, a comprehensive open-source Python software designed for offline reinforcement learning (offline RL), off-policy evaluation (OPE), and selection (OPS). Unlike most existing libraries that focus solely on either policy
Externí odkaz:
http://arxiv.org/abs/2311.18206
Autor:
Kiyohara, Hirotaka
In the three-dimensional Heisenberg group equipped with a certain left invariant Lorentzian metric, timelike minimal surfaces which have the Abresch-Rosenberg differentials with vanishing multiplication of the coefficient function and its para-comple
Externí odkaz:
http://arxiv.org/abs/2308.08178
Autor:
Takeshi Nagashima, Ken Yamaguchi, Kenichi Urakami, Yuji Shimoda, Sumiko Ohnami, Keiichi Ohshima, Tomoe Tanabe, Akane Naruoka, Fukumi Kamada, Masakuni Serizawa, Keiichi Hatakeyama, Shumpei Ohnami, Koji Maruyama, Tohru Mochizuki, Maki Mizuguchi, Akio Shiomi, Yasuhisa Ohde, Etsuro Bando, Teiichi Sugiura, Takashi Mukaigawa, Seiichiro Nishimura, Yasuyuki Hirashima, Koichi Mitsuya, Shusuke Yoshikawa, Yoshio Kiyohara, Yasuhiro Tsubosa, Hirohisa Katagiri, Masashi Niwakawa, Kaoru Takahashi, Hiroya Kashiwagi, Yoshichika Yasunaga, Yuji Ishida, Takashi Sugino, Hirotsugu Kenmotsu, Masanori Terashima, Mitsuru Takahashi, Katsuhiko Uesaka, Yasuto Akiyama
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract In cancer genome analysis, identifying pathogenic alterations and assessing their effects on oncogenic processes is important. Although whole exome sequencing (WES) can effectively detect such changes, driver alterations could not be identif
Externí odkaz:
https://doaj.org/article/78e02debd67d4858aa07bf66640f5372
Autor:
Kiyohara, Haruka, Uehara, Masatoshi, Narita, Yusuke, Shimizu, Nobuyuki, Yamamoto, Yasuo, Saito, Yuta
Ranking interfaces are everywhere in online platforms. There is thus an ever growing interest in their Off-Policy Evaluation (OPE), aiming towards an accurate performance evaluation of ranking policies using logged data. A de-facto approach for OPE i
Externí odkaz:
http://arxiv.org/abs/2306.15098
Autor:
Katsunori Manaka, Junichiro Sato, Yusuke Hikima, Hirofumi Horikoshi, Maho Taguchi, Akimichi Morita, Hiraku Suga, Hikari Boki, Taku Fujimura, Yoji Hirai, Takatoshi Shimauchi, Chiharu Tateishi, Eiji Kiyohara, Ikko Muto, Hideki Nakajima, Riichiro Abe, Kazuyasu Fujii, Chikako Nishigori, Eiji Nakano, Kentaro Yonekura, Takeru Funakoshi, Masahiro Amano, Tomomitsu Miyagaki, Reiko Yamashita, Makoto Sugaya, Toshihisa Hamada, Masaomi Nangaku, Taroh Iiri, Noriko Makita
Publikováno v:
Endocrine Journal, Vol 71, Iss 8, Pp 777-787 (2024)
Central hypothyroidism and dyslipidemia are well-known adverse events (AEs) of bexarotene therapy. Although hypothyroidism is known to cause dyslipidemia, no study has examined the association between hypothyroidism and dyslipidemia in patients under
Externí odkaz:
https://doaj.org/article/db10afb4e2ca4574be48c145484d1872
Off-policy evaluation (OPE) aims to accurately evaluate the performance of counterfactual policies using only offline logged data. Although many estimators have been developed, there is no single estimator that dominates the others, because the estim
Externí odkaz:
http://arxiv.org/abs/2211.13904