Title |
|---|
 Non-Parametric Representation Learning with KernelsAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 High-dimensional Asymptotics of Denoising AutoencodersNeural Information Processing Systems (NeurIPS), 2023 Hugo Cui Lenka Zdeborová |
 Fundamental Limits of Two-layer Autoencoders, and Achieving Them with
Gradient MethodsInternational Conference on Machine Learning (ICML), 2022 |
 Toward Understanding the Feature Learning Process of Self-supervised
Contrastive LearningInternational Conference on Machine Learning (ICML), 2021 |
