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Masashi Sugiyama

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Generating Chain-of-Thoughts with a Direct Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought

Feb 10, 2024
Zhen-Yu Zhang, Siwei Han, Huaxiu Yao, Gang Niu, Masashi Sugiyama

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Reinforcement Learning from Bagged Reward: A Transformer-based Approach for Instance-Level Reward Redistribution

Feb 06, 2024
Yuting Tang, Xin-Qiang Cai, Yao-Xiang Ding, Qiyu Wu, Guoqing Liu, Masashi Sugiyama

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A General Framework for Learning from Weak Supervision

Feb 02, 2024
Hao Chen, Jindong Wang, Lei Feng, Xiang Li, Yidong Wang, Xing Xie, Masashi Sugiyama, Rita Singh, Bhiksha Raj

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Direct Distillation between Different Domains

Jan 12, 2024
Jialiang Tang, Shuo Chen, Gang Niu, Hongyuan Zhu, Joey Tianyi Zhou, Chen Gong, Masashi Sugiyama

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Learning with Complementary Labels Revisited: A Consistent Approach via Negative-Unlabeled Learning

Nov 27, 2023
Wei Wang, Takashi Ishida, Yu-Jie Zhang, Gang Niu, Masashi Sugiyama

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Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation

Oct 26, 2023
Jianing Zhu, Geng Yu, Jiangchao Yao, Tongliang Liu, Gang Niu, Masashi Sugiyama, Bo Han

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Fixed-Budget Real-Valued Combinatorial Pure Exploration of Multi-Armed Bandit

Oct 24, 2023
Shintaro Nakamura, Masashi Sugiyama

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Atom-Motif Contrastive Transformer for Molecular Property Prediction

Oct 11, 2023
Wentao Yu, Shuo Chen, Chen Gong, Gang Niu, Masashi Sugiyama

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Binary Classification with Confidence Difference

Oct 09, 2023
Wei Wang, Lei Feng, Yuchen Jiang, Gang Niu, Min-Ling Zhang, Masashi Sugiyama

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