• BsAs-NationalCongress

    Buenos Aires - National Congress

  • BsAs-DiagonalNorte

    Buenos Aires - Roque Saenz Peña Avenue (aka Diagonal Norte)

  • BsAs-Madero

    Puerto Madero

  • BsAs-9Julio

    The Obelisk, the most popular symbol of Buenos Aires

  • BsAs-FarolCongreso

    Plaza Congreso

  • BsAs-PlazaLibertad

    Plaza Libertad

  • BsAs-AguasCorrientes

    Palacio de Aguas Corrientes

IJCAI-15 will be held in Buenos Aires, Argentina from July 25th to July 31st, 2015. We look forward to seeing you there.

Prof. Michael Wooldridge, Professor at the University of Oxford, UK is the IJCAI-15 Conference Chair.

Prof. Qiang Yang, Hong Kong University of Science and Technology, Hong Kong is the IJCAI-15 Program Chair.

Machine Learning Track

CALL FOR PAPERS

24th International Joint Conference on Artificial Intelligence (IJCAI-15)
Machine Learning Track
Buenos Aires, Argentina / 25 July-31 July 2015

The Machine Learning Track Program Committee of the Twenty-fourth International Joint Conference on Artificial Intelligence (IJCAI-15) invites the submission of original technical papers to the Machine Learning Track of IJCAI-15. Machine Learning is a core area of artificial intelligence research, with implications and deep connections to computer perception, automated cognition and intelligent behavior. As a foundational subject, machine learning touches almost every area of artificial intelligence as a target competence or an enabling technology. Since it is a rapidly growing area that is driving pervasive technological change, machine learning has developed a variety of its own sub-fields, specialized technical tools and methodologies. To counter the perception that machine learning research is diverging from the interests of other areas of artificial intelligence, a strong presence in machine learning will be maintained at IJCAI-15. In addition to highlighting top quality research, the Machine Learning Track will also emphasize research that connects to other areas of artificial intelligence.

Submissions are therefore invited on significant, original, and previously unpublished research on all aspects of machine learning, with a special encouragement for machine learning research that demonstrates clear relevance to other areas of artificial intelligence research. General areas of interest include, but are not limited to:

  • deep learning and neural learning
  • ensemble methods
  • evolutionary learning and nature inspired learning
  • large margin and kernel methods
  • learning from multiple or partial labellings
  • learning in games and multi-agent systems
  • learning theory
  • machine learning applications
  • new problems
  • probabilistic models and methods
  • reinforcement learning and on-line learning
  • relation learning and graphs
  • unsupervised learning

We particularly welcome papers that formulate "new problems" for machine learning and artificial intelligence research, in addition to more traditional papers that propose "solutions" to established problems. Such "new problem" papers will be assessed in terms of the clarity of the proposed formulation, strength of the motivation, depth of the challenges identified, and feasibility of the problems. Such papers can provide value for the community identifying new paths to advancing Artificial Intelligence.
We would also like to draw attention to the IJCAI-15 theme of "AI and the Arts" and encourage machine learning submissions that are relevant to this theme.


SUBMISSION DETAILS

*New* We have reached an agreement with most major conferences to jointly filter out similar papers that are submitted to multiple conferences without notifying the organizers.  Please note that multiple submission are not allowed.

All papers submitted to the Machine Learning track are regarded as regular submissions to IJCAI 2015. Please consult the main IJCAI 2015 Call For Papers at http://ijcai-15.org/index.php/call-for-papers for important dates, detailed submission instructions, (including formatting guidelines and electronic templates), review process, and important policies (on multiple submissions, confidentiality and conflict of interest).

 Submission Linkhttp://ijcai15-ml.confmaster.net/

 We do not accept supplementary materials to extend the paper in IJCAI 15

IJCAI 2015 Machine Learning Track Co-chairs:

Dale Schuurmans (University of Alberta, Canada)
Zhi-Hua Zhou (Nanjing University, China)

Area Chairs:

Fabio Cozman, University of Sao Paulo, Brazil   
Ran El-Yaniv, Technion - Institute of Technology, Israel  
Bernhard Pfahringer, University of Waikato, New Zealand
Jennifer Neville, Purdue University, USA
Doina Precup, McGill University, Canada
Irena Rish, IBM T.J. Watson Research Center, USA
Michele Sebag, INRIA Saclay, France
Masashi Sugiyama, Tokyo University, Japan 
Csaba Szepesvari, University of Alberta, Canada
Xin Yao, University of Birmingham, UK
Jieping Ye, Arizona State University, USA
Jun Zhu, Tsinghua University, China

Program Committee

Abbasi-Yadkori, Yasin, QUT, Australia
Ackerman, Margareta, Florida State University
Agarwal, Arvind, Palo Alto Research Center (PARC)
Anandkumar, Anima, UC Irvine, USA
Andreae, Peter, Victoria University of Wellington, New Zealand
Andrzejewski, David, Sumo Logic
Araya, Mauricio, Universidad Técnica Federico Santa María
Argyriou, Andreas, Ecole Centrale de Paris, France
Arias, Marta, University Politècnica de Catalunya, Spain
Aslan, Ozlem, University of Alberta, Canada
Asoh, Hideki, National Institute of Advanced Industrial Science and Technology, Japan
Au, Tsz-Chiu, Ulsan National Institute of Science and Tech.
Babbar, Rohit, Max Planck Institute for Intelligent Systems
Babcan, Derin, Google, USA
Balle, Borja, McGill University, Canada
Barber, David, UCL, UK
Barreto, Andre, LNCC
Bartz, Daniel, TU Berlin, Germany
Basu, Sugato, Google
Batista, Gustavo, Universidade de São Paulo
Belanche, Lluís, Universitat Politècnica de Catalunya
Bellemare, Marc, Google, UK
Bi, Wei, HK University of Science and Technolog
Biehl, Michael, University of Groningen, NL
Bo, Liefeng, Amazon, USA
Bonilla, Edwin, University of New South Wales, Australia
Boots, Byron, Georgia Institute of Technology, USA
Boracchi, Giacomo, Politecnico di Milano, Italy
Boucher, Thomas, University of Massachusetts, Amherst
Bougrain, Laurent, Université de Lorraine, France
Brautbar, Michael, Crisply, USA
Brefeld, Ulf, TU Darmstadt
Brooks, Paul, Virginia Commonwealth University
Buffet, Olivier, INRIA
Buntine, Wray, Monash University, Australia
Cagnoni, Stefano, Dipartimento di Ingegneria dell\'Informazione
Cai, Deng, Zhejiang Univ.
Cao, Nan, IBM Research, USA
Carey, CJ, University of Massachusetts - Amherst
Caron, Gaetan Marceau, TAO-team (INRIA-Saclay)
Carpentier, Alexandra, tba
Carpentier, Alexandra, University of Cambridge
Cevher, Volkan, EPFL, Switzerland
Chanda, Pritam, Dow AgroSciences, USA
Chang, Hong, Chinese Academy of Science
Chang, Shiyu, UIUC, USA
Chang, Xiangyu, Xi’an Jiaotong University, China
Chang, Yi, Yahoo Labs
Chaovalitwongse, Art, University of Washington, USA
Chen, Tianqi, University of Washington, USA
Chen, Dongqu, Yale University
Chen, Wei, Microsoft Research, China
Chen, Yutian, University of Cambridge, UK
Chen, Ke, University of Manchester, UK
Chen, Jianhui, Yahoo! Labs
Chen, Changyou, Duke University, USA
Chen, Songcan, Nanjing University of Aeronautics and Astronautics, China
Chen, Enhong, USTC
Chen, Ning, Tsinghua University
Chen, Aaron, Victoria University of Wellington
Chen, Xinlei, cmu
Cheng, Hao, University of Washington, USA
Cheung, William, Hong Kong Baptist University, Hong Kong
Chou, Chun-An, University of Binghamton, USA
Chow, Yin-lam, Stanford
Ciresan, Dan, IDSIA, Switzerland
Clausel, Marianne, Université Joseph Fourier, France
Corani, Giorgio, IDSIA, Switzerland
Crammer, Koby, The Technion, Israel
Cribben, Ivor, Alberta School of Business
Csató, Lehel, Universitatea BABES-BOLYAI, Romania
Cuturi, Marco, Kyoto University, Japan
Da, Qing, Nanjing University, China
Dai, Bo, Georgia Institute of Technology, USA
Daichi, Mochihashi, Institute of Statistical Mathematics, Japan
Dasarathy, Gautam, Carnegie Mellon University
Daumé-III, Hal, University of Maryland, USA
De-Bie, Tijl, University of Bristol, UK
Defazio, Aaron, Australian National University, Australia
Dembczynski, Krzysztof, Poznan University of Technology
Deng, Zhi-Hong, Peking University, China
Denoyer, Ludovic, Université Pierre et Marie Curie, Paris
Dhavala, Soma, Canopus Consulting, India
Dhurandhar, Amit, IBM Research, USA
Dick, Grant, University of Otago, New Zealand
Ding, Nan, Google, USA
Domke, Justin, ANU
Dondelinger, Frank, MRC Biostatistics Unit
Dong, Junyu, Ocean University of China, China
Dong, Weishan, IBM Research - China
dos Santos, Cícero, IBM Research
Doshi, Finale, Harvard University, USA
Driessens, Kurt, Maastricht University, The Netherlands
Drummond, Chris, National Research Council Canada, Canada
Du, Nan, Georgia Institute of Technology, USA
Duan, Lixin, Amazon, USA
duVerle, David, Tokyo University, Japan
Erhan, Dumitru, Google, USA
Farahmand, Amir-massoud, Mitsubishi Electric Research Laboratories
Farajtabar, Mehrdad, Georgia Institute of Technology, USA
Feldman, Vitaly, IBM Research - Almaden, USA
Feraud, Raphael, Orange Labs
Fergus, Rob, New York University, USA
Fonteneau, Raphaël, University of Liège (Belgium)
Franc, Vojtech, Czech Technical University
Freris, Nick, NYU Abu Dhabi
Fu, Yun, Northeastern University
Fujimaki, Ryohei, NEC Laboratories America
Fürnkranz, Johannes, TU Darmstadt, Germany
G.Jamieson, Kevin, University of Wisconsin-Madison, USA
Gabillon, Victor, Queensland University of Technology
Gama, Joao, University of Porto, Portugal
Gao, Shenghua, ShanghaiTech University, China
Gao, Wei, Nanjing University, China
Gao, Yang, Nanjing University, China
Gao, Xinbo, Xidian University, China
Gao, Xiaoying, Victoria University of Wellington
Garivier, Aurelien, University Toulouse, France
Gaudel, Romaric, CRISTAL (univ. Lille / CNRS) --- Inria Lille
Geist, Matthieu, Supélec, France
Gentile, Claudio, DiSTA
Ghodsi, Ali, University of Waterloo, Canada
Gianniotis, Nikos, Heidelberg Institute for Theoretical Studies
Glaude, Hadrien, Thales Airbone Systems, France
Gomez Rodriguez, Manuel, MPI for Sofware Systems
Gong, Maoguo, Xidian University, China
Gong, Boqing, University of Southern California
Gong, Pinghua, University of Michigan, Ann Arbor, USA
Goswami, Parantapa, University of Grenoble-Alps
Gould, Stephen, Australian National University, Australia
Goutte, Cyril, National Research Center, Canada
Grbovic, Mihajlo, Yahoo! Labs
Grinberg, Yuri, Ottawa Hospital Research Institute
Gu, Quanquan, University of Virginia, USA
Guan, Ziyu, Northwestern University, China
Guermeur, Yann, CNRS, France
Guez, Arthur, Google DeepMind
Gui, Jie, Chinese Academy of Science, China
Gunasekar, Suriya, The University of Texas at Austin
Guo, Guodong, West Virginia University
Gutiérrez, Pedro Antonio, University of Cordoba, Spain
Gutmann, Michael, University of Helsinki, Finland
Haffari, Gholamreza, Monash University
Hammer, Barbara, Bielefeld University, Germany
Hanczar, Blaise, LIPADE, University Paris Descartes
Hanneke, Steve, Independent scholar
Hayashi, Kohei, National Institute of Informatics, Japan
Hazan, Tamir, University of Haifa, Israel
He, Di, Microsoft Research Asia, China
He, Niao, Georgia Institute of Technology, USA
He, Shan, University of Birmingham, UK
He, Yunlong, Yahoo! Labs, USA
He, Qing, ICT,CAS
Hegde, Chinmay, Massachusetts Institute of Technology
Herbster, Mark, University College London, UK
Ho, Qirong, Institute for Infocomm Research, A*STAR
Hoi, Steven, Singapore Management University, Singapore
Hossain, M. Shahriar, University of Texas at El Paso, El Paso, USA
Hruschka-Jr., Estevam, Universidade Federal de São Carlos
Hu, Yao, Zhejiang University, China
Hua, Ouyang, Yahoo! Labs, USA
Huang, Sheng-Jun, Nanjing University of Aeronautics and Astronautics
Huang, Tzu-Kuo, Microsoft Research
Huang, Bert, Virginia Tech, USA
Huang, Shuai, University of Washington, USA
Huang, Ruitong, University of Alberta, Canada
Hüllermeier, Eyke, University of Paderborn, Germany
Inza, Inaki, University of the Basque Country, Spain
Ishiguro, Katsuhiko, NTT Communication Science Labs, Japan
Iwata, Tomoharu, NTT Communication Science Labs, Japan
Jain, Prateek, Microsoft Research, Bangalore, India
Japkowicz, Nathalie, University of Ottawa, Canada
Jaroszewicz, Szymon, Institute of Computer Science
Jarvisalo, Matti, University of Helsinki, Finland
Ji, Ming, Google, USA
Jia, Xiaowei, State University of New York at Buffalo
Jiang, Zhuolin, Huawei Noah’s Ark Lab, Hong Kong, China
Jimenez Rezende, Danilo, Google Deepmind
Jin, Hongxia, Samsung Research, USA
Jing, Liping, BJTU
Joulani, Pooria, Department of Computing Science, University of Alberta
Kaban, Ata, University of Birmingham, UK
Kale, David, University of Southern California
Kamishima, Toshihiro, National Institute of Advanced Industrial Science and Technology, Japan
Kanade, Varun, Ecole normale superieure
Karasuyama, Masayuki, Kyoto University, Japan
Kasiviswanathan, Shiva, GE global research
Kaski, Samuel, Aalto University, Finland
Katakis, Ioannis, National and Kapodistrian University of Athen
Kataria, Saurabh, tba
Kawahara, Yoshinobu, Osaka University, Japan
Keerthi, Sathiya, Yahoo! Labs
Keller, Mikaela, Université de Lille
Khan, Mohammad Emtiyaz, EPFL, Switzerland
Kim, Young-Min, Korea Institute of Science and Technology Information, South Korea
Kim, Been, MIT, USA
Kim, Hyunwoo, University of Wisconsin-Madision
Király, Franz, University College London
Klami, Arto, University of Helsinki, Finland
Kloft, Marius, Humbolt-University of Berlin
Knowles, David, Stanford University, USA
Koeppen, Mario, Kyushu Institute of Technology
Koh, Yun Sing, University of Auckland, New Zealand
Koivisto, Mikko, University of Helsinki, Finland
Kolar, Mladen, University of Chicago Booth School of Business, USA
Kolter, Zico, Carnegie Mellon University
Kong, Xiangnan, Worcester Polytechnic Institute, USA
Kong, Deguang, Samsung Research, USA
Konidaris, George, Duke University
Koolen, Wouter, QUT, Australia
Korda, Nathaniel, Oxford University, UK
Kotlowski, Wojciech, Poznan University of Technology
Krishnamurthy, Akshay, Carnegie Mellon University
Krithara, Anastasia, NCSR Demokritos
Kveton, Branislav, Adobe Research
L.A., Prashanth, Indian Institute of Science
L.Balcázar, José, University of Politècnica de Catalunya, Spain
Landwehr, Niels, University of Potsdam, Germany
Lao, Ni, google
Larrañanga, Pedro, Technical University of Madrid, Spain
Lattimore, Tor, University of Alberta, Canada
Laue, Soren, University of Jena, Germany
Lazaric, Alessandro, INRIA, France
Lebanon, Guy, Amazon, USA
Levine, Sergey, UC Berkeley, USA
Li, Wen, Nanyang Technological University
Li, Gang, Deakin University, Australia
Li, Nan, Soochow University, China
Li, Mu, Carnegie Mellon University, USA
Li, Ming, Nanjing University
Li, Xiaodong, RMIT University, Australia
Li, Chunlei, Dow AgroSciences, USA
Li, Yaliang, SUNY Buffalo, USA
Li, Jiuyong, University of South Australia
Li, Sheng, Northeastern University
Li, Guozheng, TongJi
Li, Chun-Liang, Carnegie Mellon University, USA
Li, Haiguang, Google
Lian, Wenzhao, Duke University
Liang, Ronghua, Zhejiang University of Technology, China
Liang, Yingyu, Princeton University, USA
Liang, Dawen, Columbia University, USA
Liao, Shizhong, Tianjin University
Lin, Binbin, University of Michigan, USA
Lin, Hsuan-Tien, National Taiwan University, Taiwan
Lin, Tong, Peking University, China
Lin, Youzuo, Los Alamos National Laboratory, USA
Lin, Ming, Carnege Mellon University
Lin, Zhouchen, Peking University
Ling, Charles, Western University, Canada
Liu, Weiwei, University of Technology, Sydney
Liu, Jialu, UIUC, USA
Liu, Wei, IBM Research, USA
Liu, Han, Princeton University, USA
Liu, Jing, Xidian University, China
Liu, Li-Ping, Oregon State University, USA
Liu, Qi, University of Science and Technology of China, China
Liu, Xin, Academy of Mathematics and Systems Science, Chinese Academy of Science
Liu, Bo, University of Massachusetts Amherst, USA
Liu, Qingshan, Nanjing University of Info Science & Tech
Liu, Bin, Rutgers University
Liu, Jie, University of Washington
Liu, Yashu, Arizona State University
Liu, Kefei, University of Michigan
Lizotte, Daniel, Western University, Canada
López, Beatriz, University of Girona, Spain
Lu, Zhengdong, Huawei Noah’s Ark Lab, Hong Kong, China
Lu, Zhiwu, Renmin University, China
Luo, Haipeng, Princeton University
Ma, Shiqian, The Chinese University of Hong Kong
Mahadevan, Sridhar, University of Massachusetts Amherst, USA
Mahdavi, Mehrdad, Toyota Technological Institute at Chicago
Maillard, Odalric-Ambrym, INRIA, France
Malioutov, Dmitry, IBM Research, USA
Malone, Brandon, Max Planck Institute for Biology of Ageing
Mann, Gideon, Google
Mao, Qi, University of Buffalo, USA
Mary, Jeremie, Univ Lille
Mateos, Gonzalo, University of Rochester, USA
Matsushima, Shin, University of Tokyo, Japan
Maua, Denis, Universidade de Sao Paulo, Brazil
Mei, Yi , RMIT University
Micheli, Alessio, University of Pisa - Dep. Computer Science
Mineiro, Paul, Microsoft Cloud and Information Services Lab
Minku, Leandro, University of Birmingham, UK
Modayil, Joseph, University of Alberta, Canada
Mohamed, Shakir, Google, UK
Montanari, Andrea, Stanford University, USA
Muandet, Krikamol, Max Planck Institute for Intelligent Systems
Murphy, Brian, Queen\'s University Belfast, UK
Negahban, Sahand, Yale University, USA
Neiswanger, Willie, Carnegie Mellon University
Neshatian, Kourosh, University of Canterbury, New Zealand
Neu, Gergely, INRIA Lille -- Nord Europe
Neumann, Frank, University of Adelaide, Australia
Niculescu-Mizil, Alexandru, NEC Laboratories America
Nie, Feiping, University of Texas, Arlington
Nie, Zhi, Dept of Computer Science & Engineering, ASU
Ning, Xia, Indiana University - Purdure University Indianapolis, USA
Oates, Tim, University of Maryland Baltimore County
Oates, Chris, University of Warwick, UK
Oiwa, Hidekazu, University of Tokyo, Japan
Oliveto, Pietro-S., University of Sheffield, UK
Orseau, Laurent, Google, UK
Osogami, Takayuki, IBM Research - Tokyo
Ott, Lionel, University of Sydney
Oyama, Satoshi, Hokkaido University, Japan
Pachauri, Deepti, tba
Paes, Aline, Universidade Federal Fluminense
Pahikkala, Tapio, University of Turku, Finland
Pal, David, Yahoo! Labs
Pan, Gang, Zhejiang University, China
Parikh, Ankur, Carnegie Mellon University, USA
Parviainen, Pekka, Aalto University, Finland
Passerini, Andrea, University di Trento, Italy
Pechenizkiy, Mykola, Eindhoven University of Technology, The Netherlands
Pechyony, Dmitry, Microsoft
Peña, Jose, Linkoping University, Sweden
Piot, Bilal, Université Lille 3, France
Poupart, Pascal, University of Waterloo, Canada
Preux, Philippe, Université de Lille
Qi, Yanjun, University of Virginia
Qi, Guo-jun, University of Central Florida
Qian, Buyue, IBM Research, USA
Qian, Chao, Nanjing University, China
Qian, Yuhua, School of Computer and Information Technology
Qin, Kai, RMIT University, Australia
Quadrianto, Novi, University of Sussex
Ramachandran, Deepak, Nuance, USA
Ramdas, Aaditya, Carnegie Mellon University
Rangwala, Huzefa, George Mason University, USA
Ratsaby, Joel, Ariel University
Ravanbakhsh, Siamak, University of Alberta
Ray, Oliver, University of Bristol, UK
Reddi, Sashank, Carnegie Mellon University
Reichart, Roi, Faculty of Industrial Engineering, Technion
Ren, Chuan-Xian, Sun Yat-Sen University, China
Reyzin, Lev, UIC
Riguzzi, Fabrizio, University di Ferrara
Ring, Mark, Ring Consulting
Roos, Teemu, Helsinki Institute for Information Technology
Rousu, Juho, Aalto University, Finland
Roux, Nicolas-Le, Criteo, France
Roveri, Manuel, Politecnico di Milano, Italy
Saha, Ankan, LinkedIn, USA
Sakuma, Jun, University of Tsukuba, Japan
Samek, Wojciech, Fraunhofer HHI
Santos-Costa, Vitor, University of Porto, Portugal
Sato, Taisuke, not available
Sato, Issei, University of Tokyo, Japan
Sawada, Hiroshi, NTT Communication Science Labs, Japan
Schaul, Tom, Google DeepMind
Schleif, Frank-Michael, University of Birmingham, UK
Schmidhuber, Jürgen, The Swiss AI Lab IDSIA, Switzerland
Schulte, Oliver, Simon Fraser University, Canada
Seidl, Thomas, RWTH Aachen University, Germany
Shalev-Schwarz, Shai, The Hebrew university of Jerusalem,Israel
Shamir, Ohad, Weizmann Institute of Science, Israel
Shao, Hao, Shanghai University of International Business and Economics, China
Shelton, Christian, UC Riverside
Shen, Yuan, University of Birmingham, UK
Sheng, Victor, University of Central Arkansas
Shi, Lei, Chinese Academy of Science, China
Shimkin, Nahum, The Technion, Israel
Small, Kevin, Amazon
Snoek, Jasper, Harvard
Song, Guojie, Peking University, China
Song, Andy, RMIT University, Australia
Srebro, Nati, Toyota Technological Institute at Chicago, USA
Sridharan, Karthik, Cornell University, USA
Sriperumbudur, Bharath, The Pennsylvania State University, USA
Stefanowski, J., Instytut Informatyki Politechnika Poznan
Su, Hang, Tsinghua Univesity
Sugiyama, Mahito, Osaka University
Sun, Jianyong, University of Greenwich, UK
Sun, Qian, Arizona State University, USA
Sun, Shiliang, East China Normal University
Sunehag, Peter, Google, UK
Suzuki, Einoshin, Kyushu University, Japan
Takahashi, Rikiya, SmartNews, Inc.
Talukdar, Partha, Indian Institute of Science
Tan, Mingkui, University of Adelaide, Australia
Tan, Xiaoyang, Nanjing University of Aeronautics and Astrona
Tang, Huajin, Institute for Infocomm Research, Singapore
Tang, Jie, Tsinghua University, China
Tao, Dacheng, University of Technology, Sydney, Australia
Tatti, Nikolaj, Aalto University, Finland
Taylor, Matthew, Washington State University
Teytaud, Olivier, tba
Ting, Chuan-Kang, National Chung Cheng University, Taiwan, China
Tsoumakas, Grigorios, Aristotle University of Thessaloniki
Tulabandhula, Theja, Xerox Research Center India
Urner, Ruth, Max Planck Institute for Intelligent Systems
Usunier, Nicolas, Facebook
Valentini, Giorgio, Università degli Studi di Milano, Italy
Valko, Michal, INRIA, France
van Seijen, Harm, University of Alberta, Canada
van-Otterlo, Martijn, (former) Radboud University, The Netherlands
Vanschoren, Joaquin, Eindhoven University of Technology, The Netherlands
Veloso, Adriano, Universidade Federal de Minas Gerais
Verwer, Sicco, Delft University of Technology
Vlachos, Michail, IBM Research, Zurich, Switzerland
Vladymyrov, Max, Yahoo! Labs, USA
Vucetic, Slobodan, Temple Univeristy, USA
Wang, Weiran, TTI Chicago
Wang, Jingdong, Microsoft Research Asia, China
Wang, Naiyan, Hong Kong University of Science and Technolog
Wang, Xuezhi, Carnegie Mellon University
Wang, Wei, Nanjing University
Wang, Chong, Princeton University, USA
Wang, Rui, Alibaba Group, China
Wang, Xiang, Google, USA
Wang, Yuxuan, Ohio State University, USA
Wang, Yang, University of Manitoba, Canada
Wang, William Yang, CMU
Wang, Yu-Chiang Frank, Academia Sinica
Wang, Jie, Arizona State University, USA
Wang, Zheng, University of Michigan
Wang, Shusen, Zhejiang University
Wang, Yi, IHPC, A*STAR
Wang, Xiaolong, cmu
Wang, Fei, UConn
Washio, Takashi, Osaka University, Japan
Watanabe, Kazuho, Toyohashi University of Technology, Japan
Waugh, Kevin, CMU
Wayne, Greg, Google DeepMind
Weber, Theo, Google DeepMind
Weiss, Roi, Ben-Gurion University
White, Martha, Indiana University, USA
Wisniewski, Guillaume, Université Paris Sud and LIMSI
Wozniak, Michal, Politechnika Wroclawska, Poland
Wright, John, Columbia University, USA
Wu, Feng, University of Science and Technology of China, China
Xiang, Shuo, Pinterest
Xiang, Shiming, NLPR, IA, CAS,
Xiao, Yanghua, Fudan University
Xie, Bo, Georgia Institute of Technology, USA
Xie, Yao, tba
Xu, Xinxing, Nanyang Technological University
Xu, Zenglin, Univ. of Electronic Sci. & Tech. of China
Xu, Jia, University of Wisconsin-Madison
Xu, Junming, University of Wisconsin-Madison
Xu, Linli, University of Science and Technology of China
Xu, Miao, Nanjing University, China
Xu, Minjie, tba
Xu, Jianpeng, Michigan State University
Xue, Hui, Southeast University
Xue, Bing, Victoria University of Wellington, New Zealand
Yamada, Makoto, Yahoo! Labs, USA
Yamazaki, Keisuke, Tokyo Institute of Technology
Yan, Junchi, IBM Research - China
Yang, Jian-Bo, Duke University, USA
Yang, Sen, Alibaba R&D US
Yang, Pei, Arizona State University, USA
Yang, Hongxia, IBM Research, USA
Yang, Shuang, Twitter Inc
Yi, Jinfeng, IBM Thomas J. Watson Research Center
Ying, Yiming, State University of New York at Albany
Yu, Zhiwen, South China University of Technology
Yu, Yaoliang, Carnegie Mellon University, USA
Yu, Kui, Simon Fraser University, Canada
Yuan, Ming, University of Wisconsin-Madison, USA
Yuan, Changhe, City University of New York, USA
Yuan, Nicholas Jing, Microsoft Research
Zhan, De-Chuan, Nanjing University, China
Zhang, Peng, University of Technology, Sydney
Zhang, Daoqiang, Nanjing University of Aeronautics and Astrona
Zhang, Kai, Alibaba Group, China
Zhang, Lijun, Nanjing University, China
Zhang, Zhihua, Shanghai Jiao Tong University, China
Zhang, Nevin L., Hong Kong University of Science and Technolog
Zhang, Yu, Hong Kong Baptist University
Zhang, Kun, Max Planck Institute for Intelligent Systems
Zhang, Aonan, Columbia University, USA
Zhang, Qiang, Samsung Research, USA
Zhang, Wenlu, Old Dominion University, USA
Zhang, Junping, Fudan University, China
Zhang, Jun, Sun Yat-Sen University, China
Zhang, Changshui, Tsinghua University, China
Zhang, Yuchen, UC Berkeley
Zhang, Harry, University of New Brunswick
Zhang, Teng, Nanjing University
Zhao, Xin, Renmin University of China
Zhao, Peilin, Institute for Infocomm Research
Zhao, Yuchen, AppDynamics
Zheng, Xun, Carnegie Mellon University
Zheng, Wenming, Southeast University
Zhong, Wenliang, Alibaba Group, China
Zhong, Guoqiang, Ocean University of China, China
Zhou, Joey Tianyi, Nanyang Technological University
Zhou, De-Yu, Southeast University
Zhou, Dengyong, Microsoft Research
Zhou, Mingyuan, University of Texas at Austin, USA
Zhou, Yin, Samsung Research, USA
Zhou, Tianyi, University of Washington, USA
Zhu, Jianke, Zhejiang University, China
Zhu, Yada, IBM Research, USA
Zhu, Hengshu, Baidu Research-Big Data Lab
Zhu, Xiaodan, National Research Council Canada
Zhuang, Fuzhen, ICT, CAS
Ziehe, Andreas, TU Berlin

 

The Machine Learning Track Program Committee of the Twenty-fourth International Joint Conference on Artificial Intelligence (IJCAI-15) invites the submission of original technical papers to the Machine Learning Track of IJCAI-15. Machine Learning is a core area of artificial intelligence research, with implications and deep connections to computer perception, automated cognition and intelligent behavior. As a foundational subject, machine learning touches almost every area of artificial intelligence as a target competence or an enabling technology. Since it is a rapidly growing area that is driving pervasive technological change, machine learning has developed a variety of its own sub-fields, specialized technical tools and methodologies. To counter the perception that machine learning research is diverging from the interests of other areas of artificial intelligence, a strong presence in machine learning will be maintained at IJCAI-15. In addition to highlighting top quality research, the Machine Learning Track will also emphasize research that connects to other areas of artificial intelligence.

Submissions are therefore invited on significant, original, and previously unpublished research on all aspects of machine learning, with a special encouragement for machine learning research that demonstrates clear relevance to other areas of artificial intelligence research. General areas of interest include, but are not limited to:

       deep learning and neural learning

       ensemble methods

       evolutionary learning and nature inspired learning

       large margin and kernel methods

       learning from multiple or partial labellings

       learning in games and multi-agent systems

       learning theory

       machine learning applications.

       probabilistic models and methods

       reinforcement learning and on-line learning

       relation learning and graphs

       unsupervised learning

We particularly welcome papers that formulate "new problems" for machine learning and artificial intelligence research, in addition to more traditional papers that propose "solutions" to established problems. Such "new problem" papers will be assessed in terms of the clarity of the proposed formulation, strength of the motivation, depth of the challenges identified, and feasibility of the problems. Such papers can provide value for the community identifying new paths to advancing Artificial Intelligence.

We would also like to draw attention to the IJCAI-15 theme of "AI and the Arts" and encourage machine learning submissions that are relevant to this theme.

SUBMISSION DETAILS

All papers submitted to the Machine Learning track are regarded as regular submissions to IJCAI 2015. Please consult the main IJCAI 2015 Call For Papers at http://ijcai-15.org/index.php/call-for-papers for important dates, detailed submission instructions, (including formatting guidelines and electronic templates), review process, and important policies (on multiple submissions, confidentiality and conflict of interest).

IJCAI 2015 Machine Learning Track Co-chairs:

Dale Schuurmans (University of Alberta, Canada)
Zhi-Hua Zhou (Nanjing University, China)

 

Area Chairs:

Fabio Cozman (University of Sao Paulo, Brazil)

Ran El-Yaniv (Technion, Israel)

Jennifer Neville (Purdue University, USA)

Bernhard Pfahringer (University of Waikato, New Zealand)

Doina Precup (McGill University, Canada)

Irena Rish (IBM T.J. Watson Research Center, USA)

Michele Sebag (Université Paris-Sud, France)

Masashi Sugiyama (Tokyo University, Japan)

Csaba Szepesvari (University of Alberta, Canada)

Xin Yao (University of Birmingham, UK)

Jieping Ye (Arizona State University, USA)

Jun Zhu (Tsinghua University, China)

 

 

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