Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines
Fuente:
arXiv
Saved in:
| Main Authors: | Fachechi, Alberto, Agliari, Elena, Aquaro, Miriam, Coolen, Anthony, Mulder, Menno |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting
by: Agliari, Elena, et al.
Published: (2023)
by: Agliari, Elena, et al.
Published: (2023)
Ultrametric identities in glassy models of Natural Evolution
by: Agliari, Elena, et al.
Published: (2023)
by: Agliari, Elena, et al.
Published: (2023)
The importance of being empty: a spectral approach to Hopfield neural networks with diluted examples
by: Agliari, Elena, et al.
Published: (2025)
by: Agliari, Elena, et al.
Published: (2025)
A spectral approach to Hebbian-like neural networks
by: Agliari, Elena, et al.
Published: (2024)
by: Agliari, Elena, et al.
Published: (2024)
Supervised Hebbian Learning
by: Alemanno, Francesco, et al.
Published: (2022)
by: Alemanno, Francesco, et al.
Published: (2022)
Multi-channel pattern reconstruction through $L$-directional associative memories
by: Agliari, Elena, et al.
Published: (2025)
by: Agliari, Elena, et al.
Published: (2025)
The thermodynamic limit in mean field neural networks
by: Agliari, Elena, et al.
Published: (2024)
by: Agliari, Elena, et al.
Published: (2024)
Online calibration scheme for training restricted Boltzmann machines with quantum annealing
by: Goto, Takeru, et al.
Published: (2023)
by: Goto, Takeru, et al.
Published: (2023)
Learning in Associative Networks through Pavlovian Dynamics
by: Lotito, Daniele, et al.
Published: (2024)
by: Lotito, Daniele, et al.
Published: (2024)
Observable asymptotics of regularized Cox regression models with standard Gaussian designs: a statistical mechanics approach
by: Massa, Emanuele, et al.
Published: (2024)
by: Massa, Emanuele, et al.
Published: (2024)
Roadmap on machine learning glassy dynamics
by: Jung, Gerhard, et al.
Published: (2023)
by: Jung, Gerhard, et al.
Published: (2023)
Representing arbitrary ground states of toric code by a restricted Boltzmann machine
by: Chen, Penghua, et al.
Published: (2024)
by: Chen, Penghua, et al.
Published: (2024)
Guerra interpolation for place cells
by: Centonze, Martino Salomone, et al.
Published: (2024)
by: Centonze, Martino Salomone, et al.
Published: (2024)
Dynamical Properties of Dense Associative Memory
by: Mimura, Kazushi, et al.
Published: (2025)
by: Mimura, Kazushi, et al.
Published: (2025)
Commentary on ‘Comorbidity of bipolar disorder and borderline personality disorder: Phenomenology, course and treatment considerations’ by Temes et al.
by: Roger T. Mulder
Published: (2024)
by: Roger T. Mulder
Published: (2024)
Double-replica theory for evolution of genotype-phenotype interrelationship
by: Pham, Tuan Minh, et al.
Published: (2022)
by: Pham, Tuan Minh, et al.
Published: (2022)
Learning thermodynamics and topological order of the 2D XY model with generative real-valued restricted Boltzmann machines
by: Zhang, Kai
Published: (2024)
by: Zhang, Kai
Published: (2024)
Numerical renormalization of glassy dynamics
by: Lang, Johannes, et al.
Published: (2025)
by: Lang, Johannes, et al.
Published: (2025)
Quantum fluctuations lead to glassy electron dynamics in the good metal regime of electron doped KTaO3
by: Ojha, Shashank Kumar, et al.
Published: (2023)
by: Ojha, Shashank Kumar, et al.
Published: (2023)
Saddles-to-minima topological crossover and glassiness in the Rubik's Cube
by: Gower, Alex, et al.
Published: (2024)
by: Gower, Alex, et al.
Published: (2024)
Single replica spin-glass phase detection using field variation and machine learning
by: Talebi, Ali, et al.
Published: (2024)
by: Talebi, Ali, et al.
Published: (2024)
Generalized hetero-associative neural networks
by: Agliari, Elena, et al.
Published: (2024)
by: Agliari, Elena, et al.
Published: (2024)
Thermodynamic potentials of metallic alloys in the undercooled liquid and solid glassy states
by: Makarov, A. S., et al.
Published: (2025)
by: Makarov, A. S., et al.
Published: (2025)
A replica theory for the dynamic glass transition of hardspheres with continuous polydispersity
by: Kim, Hyonggi, et al.
Published: (2024)
by: Kim, Hyonggi, et al.
Published: (2024)
Bonding and the dynamics of glassy network liquids
by: Brown, M. H., et al.
Published: (2025)
by: Brown, M. H., et al.
Published: (2025)
Hilbert space signatures of non-ergodic glassy dynamics
by: Lunkin, Aleksey, et al.
Published: (2026)
by: Lunkin, Aleksey, et al.
Published: (2026)
Fast training and sampling of Restricted Boltzmann Machines
by: Béreux, Nicolas, et al.
Published: (2024)
by: Béreux, Nicolas, et al.
Published: (2024)
Comparing the effects of Boltzmann machines as associative memory in Generative Adversarial Networks between classical and quantum sampling
by: Urushibata, Mitsuru, et al.
Published: (2022)
by: Urushibata, Mitsuru, et al.
Published: (2022)
Intensity pseudo-localized phase in the glassy random laser
by: Niedda, Jacopo, et al.
Published: (2022)
by: Niedda, Jacopo, et al.
Published: (2022)
Generalizations of Parisi's replica symmetry breaking and overlaps in random energy models
by: Derrida, Bernard, et al.
Published: (2024)
by: Derrida, Bernard, et al.
Published: (2024)
Parallel Learning by Multitasking Neural Networks
by: Agliari, Elena, et al.
Published: (2023)
by: Agliari, Elena, et al.
Published: (2023)
Surface mobility gradient and emergent facilitation in glassy films
by: Zhai, Qiang, et al.
Published: (2024)
by: Zhai, Qiang, et al.
Published: (2024)
Average-case quantum complexity from glassiness
by: Zlokapa, Alexander, et al.
Published: (2025)
by: Zlokapa, Alexander, et al.
Published: (2025)
A replica analysis of under-bagging
by: Takahashi, Takashi
Published: (2024)
by: Takahashi, Takashi
Published: (2024)
The effect of training to target cognitive biases towards social rejection in eating disorders
by: Zhen An, et al.
Published: (2024)
by: Zhen An, et al.
Published: (2024)
Transverse forces and glassy liquids in infinite dimensions
by: Ghimenti, Federico, et al.
Published: (2024)
by: Ghimenti, Federico, et al.
Published: (2024)
Unlearning regularization for Boltzmann Machines
by: Ventura, Enrico, et al.
Published: (2023)
by: Ventura, Enrico, et al.
Published: (2023)
Compensation between the parameters of the Jonschers's Universal Relaxation Law in disordered materials
by: Papathanassiou, Anthony N., et al.
Published: (2025)
by: Papathanassiou, Anthony N., et al.
Published: (2025)
Programmable glassy dynamics using tunable disorder in tweezer arrays
by: Mukherjee, Kaustav, et al.
Published: (2025)
by: Mukherjee, Kaustav, et al.
Published: (2025)
Stability of the replica-symmetric solution in the off-diagonally-disordered Bose-Hubbard model
by: Piekarska, Anna M., et al.
Published: (2022)
by: Piekarska, Anna M., et al.
Published: (2022)
Similar Items
-
Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting
by: Agliari, Elena, et al.
Published: (2023) -
Ultrametric identities in glassy models of Natural Evolution
by: Agliari, Elena, et al.
Published: (2023) -
The importance of being empty: a spectral approach to Hopfield neural networks with diluted examples
by: Agliari, Elena, et al.
Published: (2025) -
A spectral approach to Hebbian-like neural networks
by: Agliari, Elena, et al.
Published: (2024) -
Supervised Hebbian Learning
by: Alemanno, Francesco, et al.
Published: (2022)