Entropy landscape of solutions in the binary perceptron problem
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Publication:2854130
DOI10.1088/1751-8113/46/37/375002zbMath1273.82052arXiv1304.2850OpenAlexW2062247903MaRDI QIDQ2854130
Haiping Huang, Yoshiyuki Kabashima, K. Y. Michael Wong
Publication date: 17 October 2013
Published in: Journal of Physics A: Mathematical and Theoretical (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1304.2850
Neural nets applied to problems in time-dependent statistical mechanics (82C32) Measures of information, entropy (94A17)
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Storage capacity in symmetric binary perceptrons ⋮ Minimal model of permutation symmetry in unsupervised learning ⋮ Mean-field inference methods for neural networks ⋮ Algorithmic obstructions in the random number partitioning problem ⋮ Dreaming neural networks: rigorous results ⋮ Local entropy as a measure for sampling solutions in constraint satisfaction problems ⋮ Active Online Learning in the Binary Perceptron Problem ⋮ Clustering of solutions in the symmetric binary perceptron ⋮ Gaussian-spherical restricted Boltzmann machines
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