Akihiro Yabe

According to our database, Akihiro Yabe authored at least 14 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2021

On the Convex Combination of Determinantal Point Processes.

Tatsuya Matsuoka, Naoto Ohsaka, Akihiro Yabe

Proceedings of the Asian Conference on Machine Learning, 2021

2020

Tightly Robust Optimization via Empirical Domain Reduction.

Akihiro Yabe, Takanori Maehara

CoRR, 2020

Causality and Robust Optimization.

Akihiro Yabe

CoRR, 2020

A Predictive Optimization Framework for Hierarchical Demand Matching.

Naoto Ohsaka, Tomoya Sakai, Akihiro Yabe

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

2019

Empirical Hypothesis Space Reduction.

Akihiro Yabe, Takanori Maehara

CoRR, 2019

2018

Regret Bounds for Online Portfolio Selection with a Cardinality Constraint.

Shinji Ito, Daisuke Hatano, Hanna Sumita, Akihiro Yabe, Takuro Fukunaga, Naonori Kakimura, Ken-ichi Kawarabayashi

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Causal Bandits with Propagating Inference.

Akihiro Yabe, Daisuke Hatano, Hanna Sumita, Shinji Ito, Naonori Kakimura, Takuro Fukunaga, Ken-ichi Kawarabayashi

Proceedings of the 35th International Conference on Machine Learning, 2018

Unbiased Objective Estimation in Predictive Optimization.

Shinji Ito, Akihiro Yabe, Ryohei Fujimaki

Proceedings of the 35th International Conference on Machine Learning, 2018

Online Regression with Partial Information: Generalization and Linear Projection.

Shinji Ito, Daisuke Hatano, Hanna Sumita, Akihiro Yabe, Takuro Fukunaga, Naonori Kakimura, Ken-ichi Kawarabayashi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Efficient Sublinear-Regret Algorithms for Online Sparse Linear Regression with Limited Observation.

Shinji Ito, Daisuke Hatano, Hanna Sumita, Akihiro Yabe, Takuro Fukunaga, Naonori Kakimura, Ken-ichi Kawarabayashi

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Robust Quadratic Programming for Price Optimization.

Akihiro Yabe, Shinji Ito, Ryohei Fujimaki

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2015

A combinatorial formula for principal minors of a matrix with tree-metric exponents and its applications.

Hiroshi Hirai, Akihiro Yabe

J. Comb. Theory A, 2015

Bi-polynomial rank and determinantal complexity.

Akihiro Yabe

CoRR, 2015

Budget Allocation Problem with Multiple Advertisers: A Game Theoretic View.

Takanori Maehara, Akihiro Yabe, Ken-ichi Kawarabayashi

Proceedings of the 32nd International Conference on Machine Learning, 2015