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Statistical mechanical analysis of a hierarchical random code ensemble in signal processing

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanical Analysis of the Dynamics of Learning in Perceptrons

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanical approach to secondary processes and structural relaxation in glasses and glass formers

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanical Development of a Sparse Bayesian Classifier

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics analysis of the equilibria of linear economies

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of a single particle in a multiscale random potential: Parisi landscapes in finite dimensional Euclidean spaces

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Community Detection

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Dictionary Learning

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of digital halftoning

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Dilute Batch Minority Games with Random External Information

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of error exponents for error-correcting codes

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of image restoration and error-correcting codes

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical mechanics of LDPC codes on channels with memory

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Statistical Mechanics of Learning in the Presence of Outliers

Physics – Condensed Matter – Disordered Systems and Neural Networks
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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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