Les Houches Lectures on Deep Learning at Large & Infinite Width
Fuente:
arXiv
Saved in:
| Main Authors: | Bahri, Yasaman, Hanin, Boris, Brossollet, Antonin, Erba, Vittorio, Keup, Christian, Pacelli, Rosalba, Simon, James B. |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bayesian Inference with Deep Weakly Nonlinear Networks
by: Hanin, Boris, et al.
Published: (2024)
by: Hanin, Boris, et al.
Published: (2024)
Les Houches Lecture Notes on Tensor Networks
by: Cuiper, Bram Vancraeynest-De, et al.
Published: (2025)
by: Cuiper, Bram Vancraeynest-De, et al.
Published: (2025)
Effective Energy, Interactions And Out Of Equilibrium Nature Of Scalar Active Matter
by: Brossollet, Antonin, et al.
Published: (2024)
by: Brossollet, Antonin, et al.
Published: (2024)
Global Universality of Singular Values in Products of Many Large Random Matrices
by: Hanin, Boris, et al.
Published: (2025)
by: Hanin, Boris, et al.
Published: (2025)
Bayesian Inference with Shaped Deep Non-linear MLPs
by: Hanin, Boris, et al.
Published: (2026)
by: Hanin, Boris, et al.
Published: (2026)
Deep Neural Nets as Hamiltonians
by: Winer, Mike, et al.
Published: (2025)
by: Winer, Mike, et al.
Published: (2025)
Quantitative CLTs in Deep Neural Networks
by: Favaro, Stefano, et al.
Published: (2023)
by: Favaro, Stefano, et al.
Published: (2023)
Les Houches Lectures on Flow Networks in Biology
by: Basu, Swarnavo, et al.
Published: (2025)
by: Basu, Swarnavo, et al.
Published: (2025)
Les Houches guide to reusable ML models in LHC analyses
by: Araz, Jack Y., et al.
Published: (2023)
by: Araz, Jack Y., et al.
Published: (2023)
Les Houches lectures on non-perturbative topological strings
by: Marino, Marcos
Published: (2024)
by: Marino, Marcos
Published: (2024)
QCD in Language Models: What do they really know about QCD?
by: Sulc, Antonin, et al.
Published: (2025)
by: Sulc, Antonin, et al.
Published: (2025)
Les Houches lecture notes on topological recursion
by: Bouchard, Vincent
Published: (2024)
by: Bouchard, Vincent
Published: (2024)
Les Houches study on inclusive jet production at NNLO+NNLL
by: Generet, Terry, et al.
Published: (2026)
by: Generet, Terry, et al.
Published: (2026)
QED Effects in PDFs -- A Les Houches Comparison Study
by: Cridge, Thomas, et al.
Published: (2026)
by: Cridge, Thomas, et al.
Published: (2026)
Entropy Production from Density Field Theories for interacting particles systems
by: Brossollet, Antonin, et al.
Published: (2025)
by: Brossollet, Antonin, et al.
Published: (2025)
Log-Normal Waiting Time Widths Characterize Dynamics
by: Katz, J. I.
Published: (2023)
by: Katz, J. I.
Published: (2023)
Universality of Neural Network Field Theory
by: Ferko, Christian, et al.
Published: (2026)
by: Ferko, Christian, et al.
Published: (2026)
Kernel Renormalization in Bayesian Deep Neural Networks: the Equivalent Wishart Ansatz in the Proportional Regime
by: Baglioni, Paolo, et al.
Published: (2026)
by: Baglioni, Paolo, et al.
Published: (2026)
Les Houches lectures on two-dimensional gravity and holography
by: Turiaci, Gustavo J.
Published: (2024)
by: Turiaci, Gustavo J.
Published: (2024)
Strict inequality between the time constants of first-passage percolation and directed first-passage percolation
by: Jacquet, Antonin
Published: (2024)
by: Jacquet, Antonin
Published: (2024)
LHEReader: Simplified Conversion from Les Houches Event Files to ROOT Format
by: Desai, Aman
Published: (2026)
by: Desai, Aman
Published: (2026)
The maximum-average subtensor problem: equilibrium and out-of-equilibrium properties
by: Erba, Vittorio, et al.
Published: (2025)
by: Erba, Vittorio, et al.
Published: (2025)
Les Houches lectures on non-perturbative Seiberg-Witten geometry
by: Bramley, Loïc, et al.
Published: (2025)
by: Bramley, Loïc, et al.
Published: (2025)
String Theory from Infinite Width Neural Networks
by: Frank, Samuel, et al.
Published: (2026)
by: Frank, Samuel, et al.
Published: (2026)
Les Houches 2023 -- Physics at TeV Colliders: Report on the Standard Model Precision Wishlist
by: Huss, Alexander, et al.
Published: (2025)
by: Huss, Alexander, et al.
Published: (2025)
Lectures on stochastic sewing with applications
by: Butkovsky, Oleg
Published: (2025)
by: Butkovsky, Oleg
Published: (2025)
Lecture notes: Probability with Measure
by: Vidmar, Matija
Published: (2026)
by: Vidmar, Matija
Published: (2026)
Lecture notes on martingale inequalities
by: Zorin-Kranich, Pavel
Published: (2024)
by: Zorin-Kranich, Pavel
Published: (2024)
Les Houches 2023: Physics at TeV Colliders: Standard Model Working Group Report
by: Andersen, J., et al.
Published: (2024)
by: Andersen, J., et al.
Published: (2024)
Rate of convergence of the conditioned random walk towards the Brownian bridge
by: Decreusefond, Laurent, et al.
Published: (2026)
by: Decreusefond, Laurent, et al.
Published: (2026)
Infinite-horizon Fuk-Nagaev inequalities
by: Janssen, A. J. E. M., et al.
Published: (2024)
by: Janssen, A. J. E. M., et al.
Published: (2024)
Les Houches Lectures on Community Ecology: From Niche Theory to Statistical Mechanics
by: Cui, Wenping, et al.
Published: (2024)
by: Cui, Wenping, et al.
Published: (2024)
New Deep Learning Data Analysis Method for PROSPECT using GAPE: Genetic Algorithm Powered Evolution
by: Adriamirado, M., et al.
Published: (2026)
by: Adriamirado, M., et al.
Published: (2026)
Les Houches lecture notes on moduli spaces of Riemann surfaces
by: Giacchetto, Alessandro, et al.
Published: (2024)
by: Giacchetto, Alessandro, et al.
Published: (2024)
Partially Stochastic Infinitely Deep Bayesian Neural Networks
by: Calvo-Ordonez, Sergio, et al.
Published: (2024)
by: Calvo-Ordonez, Sergio, et al.
Published: (2024)
High Level Reconstruction with Deep Learning using ILD Full Simulation
by: Suehara, Taikan, et al.
Published: (2024)
by: Suehara, Taikan, et al.
Published: (2024)
Quantum Mechanics and Neural Networks
by: Ferko, Christian, et al.
Published: (2025)
by: Ferko, Christian, et al.
Published: (2025)
Designing Observables for Measurements with Deep Learning
by: Long, Owen, et al.
Published: (2023)
by: Long, Owen, et al.
Published: (2023)
Lecture Notes on Free Probability
by: Kargin, Vladislav
Published: (2013)
by: Kargin, Vladislav
Published: (2013)
Freezing in the Infinite-Bin Model
by: Mallein, Bastien, et al.
Published: (2024)
by: Mallein, Bastien, et al.
Published: (2024)
Similar Items
-
Bayesian Inference with Deep Weakly Nonlinear Networks
by: Hanin, Boris, et al.
Published: (2024) -
Les Houches Lecture Notes on Tensor Networks
by: Cuiper, Bram Vancraeynest-De, et al.
Published: (2025) -
Effective Energy, Interactions And Out Of Equilibrium Nature Of Scalar Active Matter
by: Brossollet, Antonin, et al.
Published: (2024) -
Global Universality of Singular Values in Products of Many Large Random Matrices
by: Hanin, Boris, et al.
Published: (2025) -
Bayesian Inference with Shaped Deep Non-linear MLPs
by: Hanin, Boris, et al.
Published: (2026)