Akihiro Yabe

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 12

Top Topics

Quadratic Program

Space Reduction

Robust Optimization

Top Venues

Publications

Tatsuya Matsuoka, Naoto Ohsaka, Akihiro Yabe
On the Convex Combination of Determinantal Point Processes. ACML (2021)
Akihiro Yabe, Takanori Maehara
Tightly Robust Optimization via Empirical Domain Reduction. CoRR (2020)
Akihiro Yabe
Causality and Robust Optimization. CoRR (2020)
Naoto Ohsaka, Tomoya Sakai, Akihiro Yabe
A Predictive Optimization Framework for Hierarchical Demand Matching. SDM (2020)
Akihiro Yabe, Takanori Maehara
Empirical Hypothesis Space Reduction. CoRR (2019)
Akihiro Yabe, Daisuke Hatano, Hanna Sumita, Shinji Ito, Naonori Kakimura, Takuro Fukunaga, Ken-ichi Kawarabayashi
Causal Bandits with Propagating Inference. ICML (2018)
Shinji Ito, Daisuke Hatano, Hanna Sumita, Akihiro Yabe, Takuro Fukunaga, Naonori Kakimura, Ken-ichi Kawarabayashi
Regret Bounds for Online Portfolio Selection with a Cardinality Constraint. NeurIPS (2018)
Shinji Ito, Daisuke Hatano, Hanna Sumita, Akihiro Yabe, Takuro Fukunaga, Naonori Kakimura, Ken-ichi Kawarabayashi
Online Regression with Partial Information: Generalization and Linear Projection. AISTATS (2018)
Akihiro Yabe, Daisuke Hatano, Hanna Sumita, Shinji Ito, Naonori Kakimura, Takuro Fukunaga, Ken-ichi Kawarabayashi
Causal Bandits with Propagating Inference. CoRR (2018)
Shinji Ito, Akihiro Yabe, Ryohei Fujimaki
Unbiased Objective Estimation in Predictive Optimization. ICML (2018)
Shinji Ito, Daisuke Hatano, Hanna Sumita, Akihiro Yabe, Takuro Fukunaga, Naonori Kakimura, Ken-ichi Kawarabayashi
Efficient Sublinear-Regret Algorithms for Online Sparse Linear Regression with Limited Observation. NIPS (2017)
Akihiro Yabe, Shinji Ito, Ryohei Fujimaki
Robust Quadratic Programming for Price Optimization. IJCAI (2017)
Akihiro Yabe
Bi-polynomial rank and determinantal complexity. CoRR (2015)
Hiroshi Hirai, Akihiro Yabe
A combinatorial formula for principal minors of a matrix with tree-metric exponents and its applications. J. Comb. Theory, Ser. A 133 (2015)
Takanori Maehara, Akihiro Yabe, Ken-ichi Kawarabayashi
Budget Allocation Problem with Multiple Advertisers: A Game Theoretic View. ICML (2015)