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Committee Date Time Place Paper Title / Authors Abstract Paper #
COMP 2018-10-26
16:20		 Kyoto Kyoto University [Invited Lecture] AISTATS2018 Presentation Report and Recent Research Activities
Shinsaku Sakaue, Masakazu Ishihata (NTT CS Lab.) COMP2018-30		 We introduce an AISTATS-2018 accepted paper: Efficient Bandit Combinatorial Optimization Algorithm with Zero-suppressed ... [more] COMP2018-30
p.59
NC, IBISML, IPSJ-BIO, IPSJ-MPS [detail] 2018-06-13
16:15		 Okinawa Okinawa Institute of Science and Technology Enumeration of Distinct Support Vectors for Model Selection
Kentaro Kanamori (Hokaido Univ.), Satoshi Hara (Osaka Univ.), Masakazu Ishihata (NTT), Hiroki Arimura (Hokaido Univ.) IBISML2018-12		 In ordinary machine learning problems, the learning algorithm outputs a single model that optimizes its learning objecti... [more] IBISML2018-12
pp.81-88
IBISML 2017-11-09
13:00		 Tokyo Univ. of Tokyo IBISML2017-72 We propose an accelerated best-first search (BFS) for monotone submodular function maximization with a knapsack constrai... [more] IBISML2017-72
pp.277-282
NC, IPSJ-BIO, IBISML, IPSJ-MPS [detail] 2017-06-24
09:30		 Okinawa Okinawa Institute of Science and Technology Efficient Adversarial Combinatorial Bandit Algorithm via Zero-suppressed Decision Diagrams
Shinsaku Sakaue (NTT), Masakazu Ishihata, Shin-ichi Minato (Hokkaido Univ.) IBISML2017-1		 We propose an algorithm for the adversarial combinatorial bandit problem, which is a sequential decision problem. The pr... [more] IBISML2017-1
pp.43-48
IBISML 2010-06-15
16:05		 Tokyo Takeda Hall, Univ. Tokyo An EM algorithm on binary decision diagrams with order encoding for propositional logic-based probabilistic models
Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato (Tokyo Inst. of Tech.), Shin-ichi Minato (Hokkaido Univ) IBISML2010-23		 We propose an EM algorithm on Binary Decision Diagrams (BDDs) with order encoding for propositional logic-based probabil... [more] IBISML2010-23
pp.155-165
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