Hugo Cui
Scholar

Hugo Cui

Google Scholar ID: A2M_k-wAAAAJ
Postdoctoral fellow, Harvard CMSA
Machine LearningStatistical Physics
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Citations & Impact
All-time
Citations
706
 
H-index
12
 
i10-index
13
 
Publications
18
 
Co-authors
16
list available
Contact
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Publications
5 items
Asymptotic Theory of Iterated Empirical Risk Minimization, with Applications to Active Learning
2026
Cited
0
High-Dimensional Analysis of Single-Layer Attention for Sparse-Token Classification
2025
Cited
0
Fundamental limits of learning in sequence multi-index models and deep attention networks: High-dimensional asymptotics and sharp thresholds
2025
Cited
0
A precise asymptotic analysis of learning diffusion models: theory and insights
2025
Cited
0
High-dimensional learning of narrow neural networks
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
16 total
Lenka Zdeborová
Lenka Zdeborová
EPFL, Switzerland
Florent Krzakala
Florent Krzakala
École polytechnique fédérale de Lausanne
Bruno Loureiro
Bruno Loureiro
École Normale Supérieure & CNRS
Cedric Gerbelot
Cedric Gerbelot
Ecole Normale Supérieure de Lyon
Sebastian Goldt
Sebastian Goldt
International School of Advanced Studies (SISSA), Trieste, Italy
Marc Mezard
Marc Mezard
Bocconi University Milano
Co-author 7
Co-author 7
Daniil Dmitriev
Daniil Dmitriev
ETH Zurich