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Hugo Cui
Hugo Cui
7
papers
340
total citations
papers (7)
Learning curves of generic features maps for realistic datasets with a teacher-student model
NEURIPS 2021
arXiv
154
citations
Generalization Error Rates in Kernel Regression: The Crossover from the Noiseless to Noisy Regime
NEURIPS 2021
arXiv
97
citations
Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity
ICLR 2024
arXiv
27
citations
Asymptotics of feature learning in two-layer networks after one gradient-step
ICML 2024
arXiv
26
citations
High-dimensional Asymptotics of Denoising Autoencoders
NEURIPS 2023
arXiv
20
citations
Asymptotics of Learning with Deep Structured (Random) Features
ICML 2024
arXiv
11
citations
A solvable model of learning generative diffusion: theory and insights
NEURIPS 2025
arXiv
5
citations