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Cascade of phase transitions in the training of Energy-based models

Cascade of phase transitions in the training of Energy-based models

23 May 2024
Dimitrios Bachtis
Giulio Biroli
A. Decelle
Beatriz Seoane
ArXivPDFHTML

Papers citing "Cascade of phase transitions in the training of Energy-based models"

3 / 3 papers shown
Title
Fundamental operating regimes, hyper-parameter fine-tuning and
  glassiness: towards an interpretable replica-theory for trained restricted
  Boltzmann machines
Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines
A. Fachechi
E. Agliari
Miriam Aquaro
Anthony Coolen
Menno Mulder
AI4CE
13
1
0
14 Jun 2024
Generating configurations of increasing lattice size with machine
  learning and the inverse renormalization group
Generating configurations of increasing lattice size with machine learning and the inverse renormalization group
Dimitrios Bachtis
AI4CE
23
1
0
25 May 2024
Dynamical Regimes of Diffusion Models
Dynamical Regimes of Diffusion Models
Giulio Biroli
Tony Bonnaire
Valentin De Bortoli
Marc Mézard
DiffM
52
41
0
28 Feb 2024
1