Scholar
Yatin Dandi
Google Scholar ID: UiEzYkMAAAAJ
EPFL, IIT Kanpur
Deep Learning Theory
Statistical Physics
Optimization
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Citations & Impact
All-time
Citations
445
H-index
10
i10-index
11
Publications
20
Co-authors
19
list available
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No contact links provided.
Publications
10 items
Rigorous Asymptotics for First-Order Algorithms Through the Dynamical Cavity Method
2026
Cited
0
Deep Learning of Compositional Targets with Hierarchical Spectral Methods
2026
Cited
0
Provable Learning of Random Hierarchy Models and Hierarchical Shallow-to-Deep Chaining
2026
Cited
0
Asymptotics of Non-Convex Generalized Linear Models in High-Dimensions: A proof of the replica formula
2025
Cited
0
The Computational Advantage of Depth: Learning High-Dimensional Hierarchical Functions with Gradient Descent
2025
Cited
0
Optimal Spectral Transitions in High-Dimensional Multi-Index Models
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
Repetita Iuvant: Data Repetition Allows SGD to Learn High-Dimensional Multi-Index Functions
arXiv.org · 2024
Cited
8
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Resume (English only)
Co-authors
19 total
Florent Krzakala
École polytechnique fédérale de Lausanne
Lenka Zdeborová
EPFL, Switzerland
Bruno Loureiro
École Normale Supérieure & CNRS
Luca Pesce
PhD student, EPFL
Ludovic Stephan
Assistant Professor, ENSAI
Martin Jaggi
EPFL
Yue M. Lu
Gordon McKay Professor of Electrical Engineering and of Applied Mathematics, Harvard University
Piyush Rai
IIT Kanpur
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