Member
Faculty members
Prof. Dr. Hiroyuki KASAI
教授 笠井 裕之,博士(工学)
Asst. Prof. Quang N. Nguyen
助教 グエン ゴック クワン,博士(工学)
(since April 2020)
Student members
- KASAI Laboratory started in April, 2020. We are looking for talented, dedicated students who are passionate about machine learning, optimization, signal processing, and data science, and have a strong background of mathematics. If you are interested in joining us as a student in doctor’s or master’s course, please send an application form below with detailed information from. See here for entrance in more details.
- 2020年4月に研究活動を開始した研究室です.機械学習,最適化理論,信号処理,データ科学に興味があり,数学に深い素養を有する意欲的な学生の参加を待っています.研究室入室に興味がある学生は,以下のエントリーフォームからコンタクトしてください.入学に関する詳細はこちらをご覧ください.
Application form for inquiry >
Master course (1st-year graduate student)
- Jianming Huang (黄 健明) (since April 2020)
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JH, ZF and HK, “LCS graph kernel based on Wasserstein distance in longest common subsequence metric space,” arXiv preprint 2012.03612, 2020 (under review).
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JH and HK, “Graph embedding using multi-layer adjacent point merging model,” IEEE 46th International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2021 (accepted), arXiv preprint 2010.14773, 2020.
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JH and HK, “Graph embedding using multi-layer adjacent point merging, “IEICE, General conference (domestic conference in Japan), 2021.
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JH, ZF, and HK, “A Wasserstein graph kernel based on substructure isomorphism problem of shortest paths,” IPSJ, AVM technical workshop (domestic workshop in Japan), 2020.
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Bachelor course (4th-year undergraduate student)
- Takumi Fukunaga (福永 拓海) (since April 2020)
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TF and HK, “Wasserstein k-means with sparse simplex projection,” ICPR2020, arXiv preprint 2011.12542, 2020.
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TF and HK, “緩和最適輸送問題のための Frank-Wolfe アルゴリズム高速化手法と色転写問題への応用 (in Japanese),” IPSJ, AVM technical workshop (domestic workshop in Japan), 2021.
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TF and HK, “スパース・シンプレックス射影によるWasserstein k-means法高速化の一検討 (in Japanese),” IEICE, General conference (domestic conference in Japan), 2020.
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- Zhongxi Fang (方 鐘熙) (since April 2020)
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ZF, JH, and HK, “XXXX,” 2020 (under review).
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ZF, JH, and HK, “OT-based graph similarity using shortest-path length,” IPSJ, AVM technical workshop, 2020.
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ZF and HK, “マルチビュー対称テンソルのための複数ビュー間構造を考慮したCP分解 (in Japanese),” IEICE, General conference (domestic conference in Japan), 2020.
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- Mitsuhiko Horie (堀江 光彦) (since April 2020)
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MH and HK, “Consistency-aware and inconsistency-aware graph-based multi-view clustering,” EUSIPCO2020. Publisher site, arXiv preprint 2011.12532. 2020.
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MH and HK, “隣接要素の関連と時間分布の違いを考慮したグループ化シーケンスマッチング手法の検討 (in Japanese),” IPSJ, AVM technical workshop (domestic workshop in Japan), 2021.
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MH and HK, “Optimal transport based sequence matching algorithm by grouping similar adjacent elements (in Japanese),” IEICE, General conference (domestic conference in Japan), 2021.
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- K.K. (since April 2020)
- M.K. (since April 2020)
Visiting student member
- Riku Hashimoto (橋本 陸) (since April 2019, 1st-year graduate student in master course in UEC)
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RH and HK, “Sequential semi-orthogonal multi-level NMF with negative residual reduction for network embedding,” IEEE ICASSP2020, 2020.
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RH and HK, “Sequential semi-orthogonal multi-level NMF with negative residual reduction for network embedding,” IPSJ, 2019-AVM-107 (domestic workshop in Japan), pp.1-3, 2019.
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Secretary
- Makiko Katagiri (片桐 眞喜子) (since October 2020)