Takuya Shimada

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 7

Top Topics

Efficient Learning

Nearest Neighbor

Binary Classification

Top Venues

Publications

Masanori Hirano, Kentaro Imajo, Kentaro Minami, Takuya Shimada
Efficient Learning of Nested Deep Hedging using Multiple Options. IIAI-AAI (2023)
Han Bao, Takuya Shimada, Liyuan Xu, Issei Sato, Masashi Sugiyama
Pairwise Supervision Can Provably Elicit a Decision Boundary. AISTATS (2022)
Takuya Shimada, Han Bao, Issei Sato, Masashi Sugiyama
Classification From Pairwise Similarities/Dissimilarities and Unlabeled Data via Empirical Risk Minimization. Neural Comput. 33 (5) (2021)
Yutaro Shimomura, Takuya Shimada, Ryuya Kirihara, Takeshi Kumaki
Live Demonstration: Development of LED-Based Stego-Panel for New Smartphone Usage. ISCAS (2020)
Han Bao, Takuya Shimada, Liyuan Xu, Issei Sato, Masashi Sugiyama
Similarity-based Classification: Connecting Similarity Learning to Binary Classification. CoRR (2020)
Takuya Shimada, Han Bao, Issei Sato, Masashi Sugiyama
Classification from Pairwise Similarities/Dissimilarities and Unlabeled Data via Empirical Risk Minimization. CoRR (2019)
Takuya Shimada, Shoichiro Yamaguchi, Kohei Hayashi, Sosuke Kobayashi
Data Interpolating Prediction: Alternative Interpretation of Mixup. CoRR (2019)
Takuya Shimada, Itaru Kuramoto, Yu Shibuya, Yoshihiro Tsujino
Keep healthy with fun: an entertainment system for keeping the motivation of daily, dull, and monotone exercise. Advances in Computer Entertainment Technology (2007)