Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380
[TOP] | [2014] | [2015] | [2016] | [2017] | [2018] | [2019] | [2020] | [Japanese] / [English]
IBISML2017-1
Efficient Adversarial Combinatorial Bandit Algorithm via Zero-suppressed Decision Diagrams
Shinsaku Sakaue (NTT), Masakazu Ishihata, Shin-ichi Minato (Hokkaido Univ.)
pp. 43 - 48
IBISML2017-2
Algorithms for Bad Arm Existence Checking Problem
Atsuyoshi Nakamura (Hokkaido Univ.)
pp. 49 - 54
IBISML2017-3
Risk Minimization Framework for Multiple Instance Learning from Positive and Unlabeled Bags
Han Bao (Univ. of Tokyo), Tomoya Sakai, Issei Sato (Univ. of Tokyo/RIKEN), Masashi Sugiyama (RIKEN/Univ. of Tokyo)
pp. 55 - 62
IBISML2017-4
Positive-Unlabeled Learning with Non-Negative Risk Estimator
Ryuichi Kiryo (Univ. of Tokyo/RIKEN), Gang Niu (Univ. of Tokyo), Masashi Sugiyama (RIKEN/Univ. of Tokyo)
pp. 63 - 70
IBISML2017-5
Learning from Complementary Labels
Takashi Ishida (SMAM/Univ. of Tokyo), Gang Niu (Univ. of Tokyo), Masashi Sugiyama (RIKEN/Univ. of Tokyo)
pp. 71 - 78
IBISML2017-6
Expectation Propagation for t-Exponential Family
Futoshi Futami, Issei Sato (Univ. of Tokyo/RIKEN), Masashi Sugiyama (RIKEN/Univ. of Tokyo)
pp. 179 - 184
IBISML2017-7
Stochastic Divergence Minimization for Biterm Topic Model
Zhenghang Cui (Univ. of Tokyo), Issei Sato (Univ. of Tokyo/RIKEN), Masashi Sugiyama (RIKEN/Univ. of Tokyo)
pp. 185 - 192
IBISML2017-8
Learning with linearly transformed l0 sparsity
Naoki Marumo, Tomoharu Iwata (NTT)
pp. 193 - 199
IBISML2017-9
Validation of the Effectiveness of HPG in Large Scale POMDP Environment
Kohei Suzuki, Shohei Kato (NITech)
pp. 201 - 206
IBISML2017-10
Cost-sensitive Bayesian optimization for multiple objectives and its application to material science
Tomohiro Yonezu (NITech), Tomoyuki Tamura, Ryo Kobayashi (NITech/NIMS), Ichiro Takeuchi (NITech/NIMS/RIKEN), Masayuki Karasuyama (NITech/NIMS/JST)
pp. 207 - 213
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.