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Journal of Machine Learning Research, ISSN 1532-4435, 09/2018, Volume 19, pp. 1 - 30
Journal Article
JOURNAL OF MACHINE LEARNING RESEARCH, ISSN 1532-4435, 2019, Volume 20
An approximate method for conducting resampling in Lasso, the l(1) penalized linear regression, in a semi-analytic manner is developed, whereby the average... 
REGRESSION | RECOVERY | MODELS | Lasso | bootstrap method | replica method | message passing algorithm | variable selection | SELECTION | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
PLoS ONE, ISSN 1932-6203, 12/2017, Volume 12, Issue 12, p. e0188012
We develop an approximation formula for the cross-validation error (CVE) of a sparse linear regression penalized by l(1)-norm and total variation terms, which... 
MULTIDISCIPLINARY SCIENCES | Models, Theoretical | Linear Models | Algorithms | Usage | Resampling (Statistics) | Research
Journal Article
by Miyazaki, Satoshi and Komiyama, Yutaka and Kawanomoto, Satoshi and Doi, Yoshiyuki and Furusawa, Hisanori and Hamana, Takashi and Hayashi, Yusuke and Ikeda, Hiroyuki and Kamata, Yukiko and Karoji, Hiroshi and Koike, Michitaro and Kurakami, Tomio and Miyama, Shoken and Morokuma, Tomoki and Nakata, Fumiaki and Namikawa, Kazuhito and Nakaya, Hidehiko and Nariai, Kyoji and Obuchi, Yoshiyuki and Oishi, Yukie and Okada, Norio and Okura, Yuki and Tait, Philip and Takata, Tadafumi and Tanaka, Yoko and Tanaka, Masayuki and Terai, Tsuyoshi and Tomono, Daigo and Uraguchi, Fumihiro and Usuda, Tomonori and Utsumi, Yousuke and Yamada, Yoshihiko and Yamanoi, Hitomi and Aihara, Hiroaki and Fujimori, Hiroki and Mineo, Sogo and Miyatake, Hironao and Oguri, Masamune and Uchida, Tomohisa and Tanaka, Manobu M and Yasuda, Naoki and Takada, Masahiro and Murayama, Hitoshi and Nishizawa, Atsushi J and Sugiyama, Naoshi and Chiba, Masashi and Futamase, Toshifumi and Wang, Shiang-Yu and Chen, Hsin-Yo and Ho, Paul T P and Liaw, Eric J Y and Chiu, Chi-Fang and Ho, Cheng-Lin and Lai, Tsang-Chih and Lee, Yao-Cheng and Jeng, Dun-Zen and Iwamura, Satoru and Armstrong, Robert and Bickerton, Steve and Bosch, James and Gunn, James E and Lupton, Robert H and Loomis, Craig and Price, Paul and Smith, Steward and Strauss, Michael A and Turner, Edwin L and Suzuki, Hisanori and Miyazaki, Yasuhito and Muramatsu, Masaharu and Yamamoto, Koei and Endo, Makoto and Ezaki, Yutaka and Ito, Noboru and Kawaguchi, Noboru and Sofuku, Satoshi and Taniike, Tomoaki and Akutsu, Kotaro and Dojo, Naoto and Kasumi, Kazuyuki and Matsuda, Toru and Imoto, Kohei and Miwa, Yoshinori and Suzuki, Masayuki and Takeshi, Kunio and Yokota, Hideo
Publications of the Astronomical Society of Japan, ISSN 0004-6264, 01/2018, Volume 70, Issue SP1
Abstract The Hyper Suprime-Cam (HSC) is an 870 megapixel prime focus optical imaging camera for the 8.2 m Subaru telescope. The wide-field corrector delivers... 
Detectors-techniques | Instrumentation | Image processing-telescopes | READOUT ELECTRONICS | techniques: image processing | SUBARU TELESCOPE | CCD | telescopes | ASTRONOMY & ASTROPHYSICS | instrumentation: detectors | UNIVERSE
Journal Article
Journal of Physics: Conference Series, ISSN 1742-6588, 04/2016, Volume 699, Issue 1, p. 12017
Information processing techniques based on sparseness have been actively studied in several disciplines. Among them, a mathematical framework to approximately... 
Conference Proceeding
Journal of Statistical Mechanics: Theory and Experiment, ISSN 1742-5468, 2016, Volume 2016, Issue 5, p. 53304
We investigate leave-one-out cross validation (CV) as a determinator of the weight of the penalty term in the least absolute shrinkage and selection operator... 
Message-passing algorithms | Learning theory | Statistical inference | REGRESSION | STATISTICAL-MECHANICS | IMPROVE | MECHANICS | SHRINKAGE | MAXIMUM | IA SUPERNOVAE | statistical inference | SELECTION | PHYSICS, MATHEMATICAL | learning theory | message-passing algorithms
Journal Article
Publications of the Astronomical Society of Japan, ISSN 0004-6264, 01/2018, Volume 70, Issue SP1
Abstract This paper describes the detailed design of the CCD dewar and the camera system which is a part of the wide-field imager Hyper Suprime-Cam (HSC) on... 
Instrumentation | Photometric | Detectors-instrumentation | Photometers-techniques | PRIME FOCUS | techniques: photometric | CCD | ASTRONOMY & ASTROPHYSICS | instrumentation: detectors | instrumentation: photometers | IMAGER
Journal Article
Journal of Statistical Mechanics: Theory and Experiment, ISSN 1742-5468, 10/2018, Volume 2018, Issue 10, p. 103401
An algorithmic limit of compressed sensing or related variable-selection problems is analytically evaluated when a design matrix is given by an overcomplete... 
energy landscapes | statistical inference | cavity and replica method | RECOVERY | MECHANICS | UNCERTAINTY PRINCIPLES | PERFORMANCE | ALGORITHM | RELAXATION | CDMA | PHYSICS, MATHEMATICAL
Journal Article
by Aihara, Hiroaki and Arimoto, Nobuo and Armstrong, Robert and Arnouts, Stéphane and Bahcall, Neta A and Bickerton, Steven and Bosch, James and Bundy, Kevin and Capak, Peter L and Chan, James H H and Chiba, Masashi and Coupon, Jean and Egami, Eiichi and Enoki, Motohiro and Finet, Francois and Fujimori, Hiroki and Fujimoto, Seiji and Furusawa, Hisanori and Furusawa, Junko and Goto, Tomotsugu and Goulding, Andy and Greco, Johnny P and Greene, Jenny E and Gunn, James E and Hamana, Takashi and Harikane, Yuichi and Hashimoto, Yasuhiro and Hattori, Takashi and Hayashi, Masao and Hayashi, Yusuke and Hełminiak, Krzysztof G and Higuchi, Ryo and Hikage, Chiaki and Ho, Paul T P and Hsieh, Bau-Ching and Huang, Kuiyun and Huang, Song and Ikeda, Hiroyuki and Imanishi, Masatoshi and Inoue, Akio K and Iwasawa, Kazushi and Iwata, Ikuru and Jaelani, Anton T and Jian, Hung-Yu and Kamata, Yukiko and Karoji, Hiroshi and Kashikawa, Nobunari and Katayama, Nobuhiko and Kawanomoto, Satoshi and Kayo, Issha and Koda, Jin and Koike, Michitaro and Kojima, Takashi and Komiyama, Yutaka and Konno, Akira and Koshida, Shintaro and Koyama, Yusei and Kusakabe, Haruka and Leauthaud, Alexie and Lee, Chien-Hsiu and Lin, Lihwai and Lin, Yen-Ting and Lupton, Robert H and Mandelbaum, Rachel and Matsuoka, Yoshiki and Medezinski, Elinor and Mineo, Sogo and Miyama, Shoken and Miyatake, Hironao and Miyazaki, Satoshi and Momose, Rieko and More, Anupreeta and More, Surhud and Moritani, Yuki and Moriya, Takashi J and Morokuma, Tomoki and Mukae, Shiro and Murata, Ryoma and Murayama, Hitoshi and Nagao, Tohru and Nakata, Fumiaki and Niida, Mana and Niikura, Hiroko and Nishizawa, Atsushi J and Obuchi, Yoshiyuki and Oguri, Masamune and Oishi, Yukie and Okabe, Nobuhiro and Okamoto, Sakurako and Okura, Yuki and Ono, Yoshiaki and Onodera, Masato and Onoue, Masafusa and Osato, Ken and Ouchi, Masami and Price, Paul A and Pyo, Tae-Soo and Sako, Masao and Sawicki, Marcin and Shibuya, Takatoshi and ...
Publications of the Astronomical Society of Japan, ISSN 0004-6264, 01/2018, Volume 70, Issue SP1
Abstract Hyper Suprime-Cam (HSC) is a wide-field imaging camera on the prime focus of the 8.2-m Subaru telescope on the summit of Mauna Kea in Hawaii. A team... 
Surveys | Cosmology: observations | Large-scale structure of universe | Galaxies: general | surveys | cosmology: observations | galaxies: general | SKY SURVEY | large-scale structure of universe | ASTRONOMY & ASTROPHYSICS | Physics - Instrumentation and Methods for Astrophysics
Journal Article
by Aihara, Hiroaki and Armstrong, Robert and Bickerton, Steven and Bosch, James and Coupon, Jean and Furusawa, Hisanori and Hayashi, Yusuke and Ikeda, Hiroyuki and Kamata, Yukiko and Karoji, Hiroshi and Kawanomoto, Satoshi and Koike, Michitaro and Komiyama, Yutaka and Lang, Dustin and Lupton, Robert H and Mineo, Sogo and Miyatake, Hironao and Miyazaki, Satoshi and Morokuma, Tomoki and Obuchi, Yoshiyuki and Oishi, Yukie and Okura, Yuki and Price, Paul A and Takata, Tadafumi and Tanaka, Manobu M and Tanaka, Masayuki and Tanaka, Yoko and Uchida, Tomohisa and Uraguchi, Fumihiro and Utsumi, Yousuke and Wang, Shiang-Yu and Yamada, Yoshihiko and Yamanoi, Hitomi and Yasuda, Naoki and Arimoto, Nobuo and Chiba, Masashi and Finet, Francois and Fujimori, Hiroki and Fujimoto, Seiji and Furusawa, Junko and Goto, Tomotsugu and Goulding, Andy and Gunn, James E and Harikane, Yuichi and Hattori, Takashi and Hayashi, Masao and Hełminiak, Krzysztof G and Higuchi, Ryo and Hikage, Chiaki and Ho, Paul T P and Hsieh, Bau-Ching and Huang, Kuiyun and Huang, Song and Imanishi, Masatoshi and Iwata, Ikuru and Jaelani, Anton T and Jian, Hung-Yu and Kashikawa, Nobunari and Katayama, Nobuhiko and Kojima, Takashi and Konno, Akira and Koshida, Shintaro and Kusakabe, Haruka and Leauthaud, Alexie and Lee, Chien-Hsiu and Lin, Lihwai and Lin, Yen-Ting and Mandelbaum, Rachel and Matsuoka, Yoshiki and Medezinski, Elinor and Miyama, Shoken and Momose, Rieko and More, Anupreeta and More, Surhud and Mukae, Shiro and Murata, Ryoma and Murayama, Hitoshi and Nagao, Tohru and Nakata, Fumiaki and Niida, Mana and Niikura, Hiroko and Nishizawa, Atsushi J and Oguri, Masamune and Okabe, Nobuhiro and Ono, Yoshiaki and Onodera, Masato and Onoue, Masafusa and Ouchi, Masami and Pyo, Tae-Soo and Shibuya, Takatoshi and Shimasaku, Kazuhiro and Simet, Melanie and Speagle, Joshua and Spergel, David N and Strauss, Michael A and Sugahara, Yuma and Sugiyama, Naoshi and Suto, Yasushi and Suzuki, Nao and Tait, Philip J and ...
Publications of the Astronomical Society of Japan, ISSN 0004-6264, 01/2018, Volume 70, Issue SP1
Abstract The Hyper Suprime-Cam Subaru Strategic Program (HSC-SSP) is a three-layered imaging survey aimed at addressing some of the most important outstanding... 
Surveys | Astronomical databases | Cosmology: observations | Galaxies: general | galaxies: general | surveys | IMAGING DATA | DARK ENERGY SURVEY | SAMPLE | EVOLUTION | CATALOG | IMAGES | DIGITAL SKY SURVEY | PHOTOMETRY | ASTRONOMY & ASTROPHYSICS | cosmology: observations | GALAXIES | astronomical databases | COSMOS
Journal Article
Journal of Statistical Mechanics: Theory and Experiment, ISSN 1742-5468, 11/2016, Volume 2016, Issue 11, p. 113502
A theory of relative species abundance on sparsely-connected networks is presented by investigating the replicator dynamics with symmetric interactions.... 
Cavity and replica method | Population dynamics | Evolutionary game theory | BIODIVERSITY | STABILITY | PATTERNS | COOPERATION | PHYSICS, MATHEMATICAL | COMMONNESS | CANONICAL DISTRIBUTION | MECHANICS | DIVERSITY | ECOSYSTEMS | NEUTRAL THEORY | SOLVABLE MODEL
Journal Article
by Kawamura, Seiji and Nakamura, Takashi and Ando, Masaki and Seto, Naoki and Akutsu, Tomotada and Funaki, Ikkoh and Ioka, Kunihito and Kanda, Nobuyuki and Kawano, Isao and Musha, Mitsuru and Nakazawa, Kazuhiro and Sato, Shuichi and Takashima, Takeshi and Tanaka, Takahiro and Tsubono, Kimio and Yokoyama, Jun’ichi and Agatsuma, Kazuhiro and Aoyanagi, Koh-suke and Arai, Koji and Araya, Akito and Aritomi, Naoki and Asada, Hideki and Aso, Yoichi and Chen, Dan and Chiba, Takeshi and Ebisuzaki, Toshikazu and Eguchi, Satoshi and Ejiri, Yumiko and Enoki, Motohiro and Eriguchi, Yoshiharu and Fujimoto, Masa-Katsu and Fujita, Ryuichi and Fukushima, Mitsuhiro and Futamase, Toshifumi and Gondo, Rina and Harada, Tomohiro and Hashimoto, Tatsuaki and Hayama, Kazuhiro and Hikida, Wataru and Himemoto, Yoshiaki and Hirabayashi, Hisashi and Hiramatsu, Takashi and Hong, Feng-Lei and Horisawa, Hideyuki and Hosokawa, Mizuhiko and Ichiki, Kiyotomo and Ikegami, Takeshi and Inoue, Kaiki T and Ishihara, Hideki and Ishikawa, Takehiko and Ishizaki, Hideharu and Ito, Hiroyuki and Itoh, Yousuke and Izumi, Kiwamu and Kanemura, Shinya and Kawashima, Nobuki and Kawazoe, Fumiko and Kishimoto, Naoko and Kiuchi, Kenta and Kobayashi, Shiho and Kohri, Kazunori and Koizumi, Hiroyuki and Kojima, Yasufumi and Kokeyama, Keiko and Kokuyama, Wataru and Kotake, Kei and Kozai, Yoshihide and Kunimori, Hiroo and Kuninaka, Hitoshi and Kuroda, Kazuaki and Kuroyanagi, Sachiko and Maeda, Kei-ichi and Matsuhara, Hideo and Matsumoto, Nobuyuki and Michimura, Yuta and Miyakawa, Osamu and Miyamoto, Umpei and Miyoki, Shinji and Morimoto, Mutsuko Y and Morisawa, Toshiyuki and Moriwaki, Shigenori and Mukohyama, Shinji and Nagano, Shigeo and Nakamura, Kouji and Nakano, Hiroyuki and Nakao, Kenichi and Nakasuka, Shinichi and Nakayama, Yoshinori and Nishida, Erina and Nishizawa, Atsushi and Niwa, Yoshito and Noumi, Taiga and Obuchi, Yoshiyuki and Ohishi, Naoko and Ohkawa, Masashi and Okada, Kenshi and Okada, Norio and Okutomi, Koki and Oohara, Kenichi and Sago, Norichika and ...
International Journal of Modern Physics D, ISSN 0218-2718, 05/2018, p. 1845001
Journal Article
Kobunshi Ronbunshu, ISSN 0386-2186, 12/2015, Volume 72, Issue 12, pp. 726 - 730
For the purpose of chemical recycling of waste windshield polyvinyl butyral (PVB) interlayers, novel PVB organogels were prepared by the gelation of PVB... 
Anhydrides | Interlayers | Polyvinyl acetal resins | Windshields | Swelling | Methyl alcohol | Polyvinyl butyral | Wastes
Journal Article
by Kawamura, Seiji and Ando, Masaki and Seto, Naoki and Sato, Shuichi and Nakamura, Takashi and Tsubono, Kimio and Kanda, Nobuyuki and Tanaka, Takahiro and Yokoyama, Jun'ichi and Funaki, Ikkoh and Numata, Kenji and Ioka, Kunihito and Takashima, Takeshi and Agatsuma, Kazuhiro and Akutsu, Tomotada and Aoyanagi, Koh-suke and Arai, Koji and Araya, Akito and Asada, Hideki and Aso, Yoichi and Chen, Dan and Chiba, Takeshi and Ebisuzaki, Toshikazu and Ejiri, Yumiko and Enoki, Motohiro and Eriguchi, Yoshiharu and Fujimoto, Masa-Katsu and Fujita, Ryuichi and Fukushima, Mitsuhiro and Futamase, Toshifumi and Harada, Tomohiro and Hashimoto, Tatsuaki and Hayama, Kazuhiro and Hikida, Wataru and Himemoto, Yoshiaki and Hirabayashi, Hisashi and Hiramatsu, Takashi and Hong, Feng-Lei and Horisawa, Hideyuki and Hosokawa, Mizuhiko and Ichiki, Kiyotomo and Ikegami, Takeshi and Inoue, Kaiki T and Ishidoshiro, Koji and Ishihara, Hideki and Ishikawa, Takehiko and Ishizaki, Hideharu and Ito, Hiroyuki and Itoh, Yousuke and Izumi, Kiwamu and Kawano, Isao and Kawashima, Nobuki and Kawazoe, Fumiko and Kishimoto, Naoko and Kiuchi, Kenta and Kobayashi, Shiho and Kohri, Kazunori and Koizumi, Hiroyuki and Kojima, Yasufumi and Kokeyama, Keiko and Kokuyama, Wataru and Kotake, Kei and Kozai, Yoshihide and Kunimori, Hiroo and Kuninaka, Hitoshi and Kuroda, Kazuaki and Kuroyanagi, Sachiko and Maeda, Kei-ichi and Matsuhara, Hideo and Matsumoto, Nobuyuki and Michimura, Yuta and Miyakawa, Osamu and Miyamoto, Umpei and Miyoki, Shinji and Morimoto, Mutsuko Y and Morisawa, Toshiyuki and Moriwaki, Shigenori and Mukohyama, Shinji and Musha, Mitsuru and Nagano, Shigeo and Naito, Isao and Nakamura, Kouji and Nakano, Hiroyuki and Nakao, Kenichi and Nakasuka, Shinichi and Nakayama, Yoshinori and Nakazawa, Kazuhiro and Nishida, Erina and Nishiyama, Kazutaka and Nishizawa, Atsushi and Niwa, Yoshito and Noumi, Taiga and Obuchi, Yoshiyuki and Ohashi, Masatake and Ohishi, Naoko and Ohkawa, Masashi and Okada, Kenshi and Okada, Norio and Oohara, Kenichi and Sago, Norichika and ...
Classical and Quantum Gravity, ISSN 0264-9381, 05/2011, Volume 28, Issue 9, p. 094011
The objectives of the DECi-hertz Interferometer Gravitational Wave Observatory (DECIGO) are to open a new window of observation for gravitational wave... 
PHYSICS, MULTIDISCIPLINARY | COMPACT BINARIES | ASTRONOMY & ASTROPHYSICS | PHYSICS, PARTICLES & FIELDS
Journal Article
Journal of Physics A: Mathematical and Theoretical, ISSN 1751-8113, 02/2009, Volume 42, Issue 7, p. 75004
Journal Article
Journal of Statistical Mechanics: Theory and Experiment, ISSN 1742-5468, 06/2016, Volume 2016, Issue 6, p. 63302
We discuss a strategy of sparse approximation that is based on the use of an overcomplete basis, and evaluate its performance when a random matrix is used as... 
source and channel coding | statistical inference | analysis of algorithms | heuristics | RECOVERY | GREEDY ALGORITHMS | MECHANICS | FIELD | SYSTEMS | PHYSICS, MATHEMATICAL | M-TERM APPROXIMATION
Journal Article