Yi Ma

5 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• Breaking the Curse of Dimensionality: Diffusion Models Efficiently Learn Low-Dimensional Distributions — Journal of Machine Learning Research 2026
• Representation Learning via Manifold Flattening and Reconstruction — Journal of Machine Learning Research 2024
• White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? — Journal of Machine Learning Research 2024
• ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction — Journal of Machine Learning Research 2022
• Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group — Journal of Machine Learning Research 2020