革新知能統合研究センター

人工知能の主要なカンファレンスであるAAAI-19において、AIPセンターから13本の論文が採択されました。

[Website] https://aaai.org/Conferences/AAAI-19/
[Accepted Papers] https://aaai.org/Conferences/AAAI-19/wp-content/uploads/2018/11/AAAI-19_Accepted_Papers.pdf

• #1 Bayesian posterior approximation via greedy particle optimization 
  Futoshi Futami (The University of Tokyo/ RIKEN)*
  Zhenghang Cui (The University of Tokyo/ RIKEN)
  Issei Sato (The University of Tokyo/RIKEN)
  Masashi Sugiyama (RIKEN/ The University of Tokyo)
• #2 Stochastic Submodular Maximization with Performance-Dependent Item Costs 
  Takuro Fukunaga (RIKEN AIP/ JST PRESTO)*
  Takuya Konishi (NII)
  Sumio Fujita (Yahoo Japan Corporation)
  Ken-ichi Kawarabayashi (National Institute of Informatics)
• #3 Group Decision Diagram (GDD): A Compact Representation for Permutations
  Takanori Maehara (RIKEN AIP)*
  Yuma Inoue (Google)
• #4 Clipped Matrix Completion: a Remedy for Ceiling Effects 
  Takeshi Teshima (The University of Tokyo/ RIKEN)*
  Miao Xu (RIKEN)
  Issei Sato (The University of Tokyo/ RIKEN)
  Masashi Sugiyama (RIKEN/ The University of Tokyo)
• #5 Subspace Selection via DR-Submodular Maximization on Lattices
  Takanori Maehara (RIKEN AIP)*
  So Nakashima (The University of Tokyo)
• #6 Bézier Simplex Fitting: Describing Pareto Fronts of Simplicial Problems with Small
  Samples in Multi-objective Optimization
  Ken Kobayashi (Fujitsu Laboratories LTD./ RIKEN AIP)*
  Naoki Hamada (Fujitsu Laboratories LTD./ RIKEN AIP)
  Akiyoshi Sannai (RIKEN AIP/ Keio University)
  Akinori Tanaka (RIKEN AIP/ Keio University)
  Kenichi Bannai (Keio University/ RIKEN AIP)
  Masashi Sugiyama (RIKEN AIP/ The University of Tokyo)
• #7 Unsupervised Domain Adaptation Based on Source-guided Discrepancy
  Seiichi Kuroki (The University of Tokyo/ RIKEN)*
  Nontawat Charoenphakdee (The University of Tokyo)
  Han Bao (The University of Tokyo/ RIKEN)
  Junya Honda (The University of Tokyo/ RIKEN)
  Issei Sato (The University of Tokyo/ RIKEN)
  Masashi Sugiyama (RIKEN/ The University of Tokyo)
• #8 Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient
  Approach for Tensor Completion
  Longhao Yuan (Saitama Institute of Technology)*
  Chao Li (RIKEN)
  Danilo P. Mandic (Imperial College of London, UK)
  Janting Cao (Saitama Institute of Technology)
  Qibin Zhao (RIKEN)
• #9 Random Feature Maps for Itemset Kernel
  Kyohei Atarashi (Hokkaido University)*
  Subhransu Maji (University of Massachusetts, Amherst)
  Satoshi Oyama (Hokkaido University/ RIKEN AIP)
• #10 Unknown Agents in Friends Oriented Hedonic Games: Stability and Complexity
  Nathanael Barrot (RIKEN AIP/ Kyushu University)*
  Kazunori Ota (Kyushu University)
  Yuko Sakurai (AIST)
  Makoto Yokoo (Kyushu University, Japan)
• #11 Dueling Bandits with Qualitative Feedback
  Liyuan Xu (The University of Tokyo/ RIKEN)*
  Junya Honda (The University of Tokyo/ RIKEN)
  Masashi Sugiyama (RIKEN/ The University of Tokyo)
• #12 Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing
  Jill-Jênn Vie (RIKEN AIP)*
  Hisashi Kashima (Kyoto University/ RIKEN AIP)
• #13 Mixture of Expert/Imitator Network: Scalable Semi-supervised Learning Framework
  Shun Kiyono (Tohoku University)*
  Jun Suzuki (Tohoku University/ RIKEN AIP)
  Kentaro Inui (Tohoku University/ RIKEN AIP)

※タイトルやスペルは2018年11月時点の情報で最終版ではありません。最終タイトルは、後日公開されるプログラムや会議録にてご確認ください。詳細は、こちらからAAAI-19の資料を参照ください。

※更新：2018/11/20

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