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Masato Uchida

4 papers · 2020–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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๐ŸŒ Conference Polyglot ยท Bronze ๐Ÿƒ Academic Marathon ยท Sprint ๐ŸŒ‰ Interdisciplinary Bridge ยท Bronze

Venues

ACML (2) ICML (2)

Top co-authors

Kosuke Sugiyama (2) Yasuhiro Katsura (1) Toshiki Shibahara (1) Masaki Arai (1) Mitsuaki Akiyama (1) Daiki Chiba (1)

Research topics

Machine Learning (3) Application Areas (2) Core Methods (2) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Core AI (1) Learning Types (1) Models (1) Optimization (1)

Keywords

consistency (2) attention head (1) jailbreak attack (1) predictive model (1) internal representation (1) pairwise classification (1) activation pattern (1) classification risk (1) large language model (1) complementary label (1) ordinary label (1) one-versus-all classification (1) weak feature (1) estimation model (1) finite-sample conditions (1) continuous weak features (1) feature estimation models (1) iterative learning methods (1) label prediction models (1) generalization error (1)

Papers

A Unified Framework for Generalization Error Analysis of Learning with Arbitrary Discrete Weak Features ICML 2025 Jailbreak Defense in LLM via Attention Head Analysis and Selective Intervention ACML 2025 Unified Analysis of Continuous Weak Features Learning with Applications to Learning from Missing Data ICML 2025 Bridging Ordinary-Label Learning and Complementary-Label Learning ACML 2020