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🏛️ The cond-mat.dis-nn Crypt
cond-mat.dis-nn: Where cond-mat.dis-nn papers rest without their code.
167
Total Papers
146
No Code
3
Twilight
18
Has Code
10.8%
Survival Rate
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Mutual Information, Neural Networks and the Renormalization Group
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Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space
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Classification and Geometry of General Perceptual Manifolds
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The jamming transition as a paradigm to understand the loss landscape of deep neural networks
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Criticality in Formal Languages and Statistical Physics
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Simplicial complexes: higher-order spectral dimension and dynamics
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Deep Learning the Ising Model Near Criticality
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Phase Diagram of Restricted Boltzmann Machines and Generalised Hopfield Networks with Arbitrary Priors
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Pattern recognition in the nucleation kinetics of non-equilibrium self-assembly
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Phase transitions in Restricted Boltzmann Machines with generic priors
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Restricted Boltzmann Machine, recent advances and mean-field theory
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The Exponential Capacity of Dense Associative Memories
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The adaptive interpolation method for proving replica formulas. Applications to the Curie-Weiss and Wigner spike models
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A General Deep Learning Framework for Network Reconstruction and Dynamics Learning
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A Theory of Solving TAP Equations for Ising Models with General Invariant Random Matrices
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High-temperature Expansions and Message Passing Algorithms
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Training dynamically balanced excitatory-inhibitory networks
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Linear Readout of Object Manifolds
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Direct observation of a dynamical glass transition in a nanomagnetic artificial Hopfield network
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Typology of phase transitions in Bayesian inference problems
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Mean-field inference methods for neural networks
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Old Age
Training Restricted Boltzmann Machines via the Thouless-Anderson-Palmer Free Energy
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