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Research Output 2001 2019

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Article
2018

Boosting over non-deterministic ZDDs

Fujita, T., hatano, K. & Takimoto, E., Jan 1 2018, (Accepted/In press) In : Theoretical Computer Science.

Research output: Contribution to journalArticle

Binary decision diagrams
Boosting
Adaptive boosting
Decision Diagrams
Learning algorithms

Efficient reformulation of 1-norm ranking SVM

Suehiro, D., Hatano, K. & Takimoto, E., Mar 1 2018, In : IEICE Transactions on Information and Systems. E101D, 3, p. 719-729 11 p.

Research output: Contribution to journalArticle

Classifiers
1 Citation (Scopus)
Online Optimization
Combinatorial optimization
Combinatorial Optimization
Scheduling Problem
Scheduling

Online linear optimization with the log-determinant regularizer

Moridomi, K. I., hatano, K. & Takimoto, E., Jun 1 2018, In : IEICE Transactions on Information and Systems. E101D, 6, p. 1511-1520 10 p.

Research output: Contribution to journalArticle

Collaborative filtering
Entropy

Tighter generalization bounds for matrix completion via factorization into constrained matrices

Moridomi, K. I., hatano, K. & Takimoto, E., Aug 1 2018, In : IEICE Transactions on Information and Systems. E101D, 8, p. 1997-2004 8 p.

Research output: Contribution to journalArticle

Collaborative filtering
Factorization
2016
1 Citation (Scopus)

Bandit online optimization over the permutahedron

Ailon, N., hatano, K. & Takimoto, E., Oct 18 2016, In : Theoretical Computer Science. 650, p. 92-108 17 p.

Research output: Contribution to journalArticle

Online Optimization
Regret
Choose
Convex Polytope
Rational functions
2014
4 Citations (Scopus)

Efficient sampling method for monte carlo tree search problem

Teraoka, K., hatano, K. & Takimoto, E., Jan 1 2014, In : IEICE Transactions on Information and Systems. E97-D, 3, p. 392-398 7 p.

Research output: Contribution to journalArticle

Sampling
2011
8 Citations (Scopus)

Adaptive online prediction using weighted windows

Yoshida, S. I., hatano, K., Takimoto, E. & Takeda, M., Jan 1 2011, In : IEICE Transactions on Information and Systems. E94-D, 10, p. 1917-1923 7 p.

Research output: Contribution to journalArticle

2009

Thinning-out: A method to reduce trials in skill discovery of a robot

Kobayashi, H., hatano, K., Ishino, A. & Shinohara, A., Jan 1 2009, In : Transactions of the Japanese Society for Artificial Intelligence. 24, 1, p. 191-202 12 p.

Research output: Contribution to journalArticle

Robots
Data storage equipment
Costs
2004

A simple boosting algorithm using multi-way branching decision trees

hatano, K., Jul 2004, In : Theory of Computing Systems. 37, 4, p. 503-518 16 p.

Research output: Contribution to journalArticle

Boosting
Decision trees
Decision tree
Branching
Binary Classification
1 Citation (Scopus)

Learning r-of-k functions by boosting

hatano, K. & Watanabe, O., 2004, In : Unknown Journal. 3244, p. 114-126 13 p.

Research output: Contribution to journalArticle

Adaptive boosting
AdaBoost
Boosting
learning
Confidence