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Statistical Mechanics of Learning: A Variational Approach for Real Data

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Linear and Nonlinear Time-Domain Ensemble Learning

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Linear Compression Codes in Network Communication

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Logarithmic REM: Duality, Freezing and Extreme Value Statistics of $1/f$ Noises generated by Gaussian Free Fields

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of maximal independent sets

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Online Learning of Drifting Concepts : A Variational Approach

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of permanent random atomic and molecular networks: Structure and heterogeneity of the amorphous solid state

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of random two-player games

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Soft Margin Classifiers

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of sparse generalization and model selection

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Stress Transmission in Disordered Granular Arrays

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Support Vector Networks

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of the Bayesian Image Restoration under Spatially Correlated Noise

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of the Chinese Restaurant Process: lack of self-averaging, anomalous finite-size effects and condensation

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of the multi-constraint continuous knapsack problem

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of the Quantum K-Satisfiability problem

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of the random K-SAT model

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of the vertex-cover problem

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of typical set decoding

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Vibration-Induced Compaction of Powders

Physics – Condensed Matter – Disordered Systems and Neural Networks
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