Taiji Suzuki

发表论文 14 篇 · 总被引 175 次 · h-index 6

代表论文

• Learning in the Presence of Low-dimensional Structure: A Spiked Random Matrix Perspective (2023 · Neural Information Processing Systems · 被引 47)
• Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error (2018 · International Joint Conference on Artificial Intelligence · 被引 43)
• Gradient-Based Feature Learning under Structured Data (2023 · Neural Information Processing Systems · 被引 36)
• Feature learning via mean-field Langevin dynamics: classifying sparse parities and beyond (2023 · Neural Information Processing Systems · 被引 17)
• Mean-field Langevin dynamics: Time-space discretization, stochastic gradient, and variance reduction (2023 · Neural Information Processing Systems · 被引 10)
• Provable In-Context Vector Arithmetic via Retrieving Task Concepts (2025 · International Conference on Machine Learning · 被引 8)