Makoto Yamada

J-GLOBAL         Last updated: Nov 13, 2018 at 12:54
 
Avatar
Name
Makoto Yamada
Affiliation
Kyoto University
Google Analytics
UA-23619245-1

Academic & Professional Experience

 
 
   
 
Kyoto University 
 
 
   
 
Kyoto University Institute for Chemical Research Bioinformatics Center
 

Published Papers

 
Nitta N, Sugimura T, Isozaki A, Mikami H, Hiraki K, Sakuma S, Iino T, Arai F, Endo T, Fujiwaki Y, Fukuzawa H, Hase M, Hayakawa T, Hiramatsu K, Hoshino Y, Inaba M, Ito T, Karakawa H, Kasai Y, Koizumi K, Lee S, Lei C, Li M, Maeno T, Matsusaka S, Murakami D, Nakagawa A, Oguchi Y, Oikawa M, Ota T, Shiba K, Shintaku H, Shirasaki Y, Suga K, Suzuki Y, Suzuki N, Tanaka Y, Tezuka H, Toyokawa C, Yalikun Y, Yamada M, Yamagishi M, Yamano T, Yasumoto A, Yatomi Y, Yazawa M, Di Carlo D, Hosokawa Y, Uemura S, Ozeki Y, Goda K
Cell   175(1) 266-276.e13   Sep 2018   [Refereed]
Wimalawarne K, Yamada M, Mamitsuka H
Neural computation   1-33   Aug 2018   [Refereed]
Lei C, Kobayashi H, Wu Y, Li M, Isozaki A, Yasumoto A, Mikami H, Ito T, Nitta N, Sugimura T, Yamada M, Yatomi Y, Di Carlo D, Ozeki Y, Goda K
Nature protocols   13(7) 1603-1631   Jul 2018   [Refereed]
Kosuke Kikui,Yuta Itoh 0001,Makoto Yamada,Yuta Sugiura,Maki Sugimoto
Proceedings of the 2018 ACM International Symposium on Wearable Computers, UbiComp 2018, Singapore, Singapore, October 8-12, 2018   21-24   2018   [Refereed]
Tanmoy Mukherjee,Makoto Yamada,Timothy M. Hospedales
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018   627-632   2018   [Refereed]
Yue Wang,Dawei Yin,Luo Jie,Pengyuan Wang,Makoto Yamada,Yi Chang,Qiaozhu Mei
TWEB   12(3) 19:1-19:25   2018   [Refereed]
Array,Jiliang Tang,Array,Ermin Hodzic,Raunak Shrestha,Avishek Saha,Hua Ouyang,Dawei Yin,Array,Array,Array,Array,Yi Chang
IEEE Trans. Knowl. Data Eng.   30(7) 1352-1365   2018   [Refereed]
Makoto Yamada,Yuta Umezu,Kenji Fukumizu,Ichiro Takeuchi
International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain   152-160   2018   [Refereed]
Yue Wang,Dawei Yin,Luo Jie,Pengyuan Wang,Makoto Yamada,Yi Chang,Qiaozhu Mei
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016   103-112   2016   [Refereed]
Makoto Yamada,Wenzhao Lian,Amit Goyal,Jianhui Chen,Kishan Wimalawarne,Suleiman A. Khan,Samuel Kaski,Hiroshi Mamitsuka,Yi Chang
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017   1215-1224   2017   [Refereed]
Makoto Yamada,Koh Takeuchi,Tomoharu Iwata,John Shawe-Taylor,Samuel Kaski
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA   325-333   2017   [Refereed]
Tomoharu Iwata,Makoto Yamada
Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain   1136-1144   2016   [Refereed]
Yi Chang,Jiliang Tang,Dawei Yin,Makoto Yamada,Yan Liu
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016   3698-3704   2016   [Refereed]
Junning Gao,Makoto Yamada,Samuel Kaski,Hiroshi Mamitsuka,Shanfeng Zhu
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016   1476-1482   2016   [Refereed]
Zornitsa Kozareva,Makoto Yamada
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 2: Short Papers      2016   [Refereed]
Yi Chang,Makoto Yamada,Antonio Ortega,Yan Liu 0002
TKDD   11(2) 20:1-20:24   2016   [Refereed]
Suriya Gunasekar,Makoto Yamada,Dawei Yin,Yi Chang
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2015, San Diego, California, USA, May 9-12, 2015      2015   [Refereed]
Makoto Yamada,Koh Takeuchi,Tomoharu Iwata,John Shawe-Taylor,Samuel Kaski
CoRR   abs/1603.06743    2016   [Refereed]
Makoto Yamada,Leonid Sigal,Michalis Raptis,Machiko Toyoda,Yi Chang,Masashi Sugiyama
IEEE Trans. Pattern Anal. Mach. Intell.   37(9) 1776-1776   2015   [Refereed]
Gang Niu,Bo Dai,Makoto Yamada,Masashi Sugiyama
CoRR   abs/1105.0167    2011   [Refereed]
Makoto Yamada,Gang Niu,Jun Takagi,Masashi Sugiyama
Proceedings of the 3rd Asian Conference on Machine Learning, ACML 2011, Taoyuan, Taiwan, November 13-15, 2011   247-262   2011   [Refereed]
Makoto Yamada, Masashi Sugiyama
In Proceedings of Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS2011)   807-815   2011   [Refereed]
Makoto Yamada,Taiji Suzuki,Takafumi Kanamori,Hirotaka Hachiya,Masashi Sugiyama
Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain.   594-602   2011   [Refereed]
Masashi Sugiyama,Makoto Yamada,Manabu Kimura,Hirotaka Hachiya
Proceedings of the 28th International Conference on Machine Learning, ICML 2011, Bellevue, Washington, USA, June 28 - July 2, 2011   65-72   2011   [Refereed]
Jun Takagi,Yasunori Ohishi,Akisato Kimura,Masashi Sugiyama,Makoto Yamada,Hirokazu Kameoka
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic   2232-2235   2011   [Refereed]
Makoto Yamada, Masashi Sugiyama
In Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI-11)      2011   [Refereed]
Makoto Yamada,Amit Goyal,Yi Chang
CoRR   abs/1507.01073    2015   [Refereed]
Suriya Gunasekar,Makoto Yamada,Dawei Yin,Yi Chang
CoRR   abs/1412.2113    2014   [Refereed]
Tomoharu Iwata,Makoto Yamada
CoRR   abs/1411.3413    2014   [Refereed]
Makoto Yamada,Avishek Saha,Hua Ouyang,Dawei Yin,Yi Chang
CoRR   abs/1411.2331    2014   [Refereed]
Yi Chang,Makoto Yamada,Antonio Ortega,Yan Liu 0002
2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014   749-754   2014   [Refereed]
Makoto Yamada,Leonid Sigal,Michalis Raptis
IEEE Trans. Pattern Anal. Mach. Intell.   36(2) 235-247   2014   [Refereed]
Gang Niu,Bo Dai,Makoto Yamada,Masashi Sugiyama
Neural Computation   26(8) 1717-1762   2014   [Refereed]
Makoto Yamada,Wittawat Jitkrittum,Leonid Sigal,Eric P. Xing,Masashi Sugiyama
Neural Computation   26(1) 185-207   2014   [Refereed]
Masashi Sugiyama,Gang Niu,Makoto Yamada,Manabu Kimura,Hirotaka Hachiya
Neural Computation   26(1) 84-131   2014   [Refereed]
Makoto Yamada,Masashi Sugiyama,Jun Sese
Machine Learning   96(3) 249-267   2014   [Refereed]
Makoto Yamada,Leonid Sigal,Yi Chang
International Journal of Computer Vision   109(1-2) 126-145   2014   [Refereed]
Akisato Kimura,Katsuhiko Ishiguro,Makoto Yamada,Alejandro Marcos Alvarez,Kaori Kataoka,Kazuhiko Murasaki
ACM Multimedia Conference, MM '13, Barcelona, Spain, October 21-25, 2013   565-568   2013   [Refereed]
Alejandro Marcos Alvarez,Makoto Yamada,Akisato Kimura
Proceedings of the 2nd international workshop on Socially-aware multimedia, SAM@ACM Multimedia 2013, Barcelona, Spain, October 21, 2013   9-12   2013   [Refereed]
Makoto Yamada,Akisato Kimura,Futoshi Naya,Hiroshi Sawada
IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013      2013   [Refereed]
Alejandro Marcos Alvarez,Makoto Yamada,Akisato Kimura,Tomoharu Iwata
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013   1545-1548   2013   [Refereed]
Song Liu,Makoto Yamada,Nigel Collier,Masashi Sugiyama
Neural Networks   43 72-83   2013   [Refereed]
Makoto Yamada,Taiji Suzuki,Takafumi Kanamori,Hirotaka Hachiya,Masashi Sugiyama
Neural Computation   25(5) 1324-1370   2013   [Refereed]
Masashi Sugiyama,Song Liu,Marthinus Christoffel du Plessis,Masao Yamanaka,Makoto Yamada,Taiji Suzuki,Takafumi Kanamori
JCSE   7(2) 99-111   2013   [Refereed]
Makoto Yamada,Gordon Wichern,Kazunobu Kondo,Masashi Sugiyama,Hiroshi Sawada
Digital Signal Processing   23(1) 1-8   2013   [Refereed]
Gang Niu,Bo Dai,Makoto Yamada,Masashi Sugiyama
CoRR   abs/1206.4614    2012   [Refereed]
Makoto Yamada,Leonid Sigal,Michalis Raptis,Masashi Sugiyama
CoRR   abs/1206.4116    2012   [Refereed]
Song Liu,Makoto Yamada,Nigel Collier,Masashi Sugiyama
CoRR   abs/1203.0453    2012   [Refereed]
Makoto Yamada,Wittawat Jitkrittum,Leonid Sigal,Masashi Sugiyama
CoRR   abs/1202.0515    2012   [Refereed]
Song Liu,Makoto Yamada,Nigel Collier,Masashi Sugiyama
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, SSPR&SPR 2012, Hiroshima, Japan, November 7-9, 2012. Proceedings   363-372   2012   [Refereed]
Gang Niu,Bo Dai,Makoto Yamada,Masashi Sugiyama
Proceedings of the 29th International Conference on Machine Learning, ICML 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012      2012   [Refereed]
Makoto Yamada,Leonid Sigal,Michalis Raptis
Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part IV   674-687   2012   [Refereed]
Masashi Sugiyama,Makoto Yamada
IEICE Transactions   95-D(10) 2564-2567   2012   [Refereed]
Masashi Sugiyama,Makoto Yamada,Paul von Bünau,Taiji Suzuki,Takafumi Kanamori,Motoaki Kawanabe
Neural Networks   24(2) 183-198   2011   [Refereed]
Makoto Yamada,Masashi Sugiyama,Gordon Wichern,Jaak Simm
IEICE Transactions   94-D(6) 1337-1340   2011   [Refereed]
Makoto Yamada,Masashi Sugiyama,Gordon Wichern
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, USA   1962-1965   2010   [Refereed]
Makoto Yamada,Masashi Sugiyama,Gordon Wichern,Tomoko Matsui
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, USA   1626-1629   2010   [Refereed]
Gordon Wichern,Makoto Yamada,Harvey D. Thornburg,Masashi Sugiyama,Andreas Spanias
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, USA   253-256   2010   [Refereed]
Makoto Yamada,Masashi Sugiyama
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010, Atlanta, Georgia, USA, July 11-15, 2010      2010   [Refereed]
Makoto Yamada,Masashi Sugiyama,Tomoko Matsui
Signal Processing   90(8) 2353-2361   2010   [Refereed]
Makoto Yamada,Masashi Sugiyama,Gordon Wichern,Jaak Simm
IEICE Transactions   93-D(10) 2846-2849   2010   [Refereed]
Kazunobu Kondo,Makoto Yamada,Hideki Kenmochi
INTERSPEECH 2009, 10th Annual Conference of the International Speech Communication Association, Brighton, United Kingdom, September 6-10, 2009   1339-1342   2009   [Refereed]
Makoto Yamada,Masashi Sugiyama,Tomoko Matsui
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009, 19-24 April 2009, Taipei, Taiwan   1661-1664   2009   [Refereed]
Makoto Yamada,Masashi Sugiyama
IEICE Transactions   92-D(10) 2159-2162   2009   [Refereed]
Makoto Yamada,Mahmood R. Azimi-Sadjadi
2006 IEEE International Conference on Acoustics Speech and Signal Processing, ICASSP 2006, Toulouse, France, May 14-19, 2006   596-599   2006   [Refereed]
Makoto Yamada,Mahmood R. Azimi-Sadjadi
2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2005), 28-30 November 2005, Vienna, Austria   1095-1101   2005   [Refereed]

Misc

 
Makoto Yamada, Taiji Suzuki, Takafumi Kanamori, Hirotaka Hachiya, Masashi Sugiyama
   Jun 2011
Divergence estimators based on direct approximation of density-ratios without
going through separate approximation of numerator and denominator densities
have been successfully applied to machine learning tasks that involve
distribution comparison...
Gang Niu, Bo Dai, Makoto Yamada, Masashi Sugiyama
   May 2011
We consider the problem of learning a distance metric from a limited amount
of pairwise information as effectively as possible. The proposed SERAPH
(SEmi-supervised metRic leArning Paradigm with Hyper sparsity) is a direct and
substantially more n...
Makoto Yamada, Masashi Sugiyama, Jun Sese
   Mar 2011
The discovery of non-linear causal relationship under additive non-Gaussian
noise models has attracted considerable attention recently because of their
high flexibility. In this paper, we propose a novel causal inference algorithm
called least-squ...
Makoto Yamada, Gang Niu, Jun Takagi, Masashi Sugiyama
   Mar 2011
The purpose of sufficient dimension reduction (SDR) is to find the
low-dimensional subspace of input features that is sufficient for predicting
output values. In this paper, we propose a novel distribution-free SDR method
called sufficient compone...
Makoto Yamada, Masashi Sugiyama
   Dec 2010
The goal of cross-domain object matching (CDOM) is to find correspondence
between two sets of objects in different domains in an unsupervised way. Photo
album summarization is a typical application of CDOM, where photos are
automatically aligned i...