Takashi Ishida

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Hybrid Intelligent

Boosting Framework

Top Venues

IEICE Trans. Inf. Syst.

Publications

Takashi Ishida, Ikko Yamane, Nontawat Charoenphakdee, Gang Niu, Masashi Sugiyama
Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification. ICLR (2023)
Ikko Yamane, Yann Chevaleyre, Takashi Ishida, Florian Yger
Mediated Uncoupled Learning and Validation with Bregman Divergences: Loss Family with Maximal Generality. AISTATS (2023)
Iu Yahiro, Takashi Ishida, Naoto Yokoya
Flooding Regularization for Stable Training of Generative Adversarial Networks. CoRR (2023)
Wei Wang, Takashi Ishida, Yu-Jie Zhang, Gang Niu, Masashi Sugiyama
Learning with Complementary Labels Revisited: A Consistent Approach via Negative-Unlabeled Learning. CoRR (2023)
Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama
LocalDrop: A Hybrid Regularization for Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (7) (2022)
Hiroki Ishiguro, Takashi Ishida, Masashi Sugiyama
Learning from Noisy Complementary Labels with Robust Loss Functions. IEICE Trans. Inf. Syst. (2) (2022)