p7cond-mat.stat-mech

Category

cond-mat.stat-mech

107 papers

Asymptotic Mutual Information for the Two-Groups Stochastic Block Model

Yash Deshpande, Emmanuel Abbe, Andrea Montanari

1507.08685

Statistical physics-based reconstruction in compressed sensing

Florent Krzakala, Marc Mézard, François Sausset, Yifan Sun, Lenka Zdeborová

1109.4424

MMSE of probabilistic low-rank matrix estimation: Universality with respect to the output channel

Thibault Lesieur, Florent Krzakala, Lenka Zdeborová

1507.03857

Phase transitions and sample complexity in Bayes-optimal matrix factorization

Yoshiyuki Kabashima, Florent Krzakala, Marc Mézard, Ayaka Sakata, Lenka Zdeborová

1402.1298

Phase Transitions in Sparse PCA

Thibault Lesieur, Florent Krzakala, Lenka Zdeborova

1503.00338

Probabilistic Reconstruction in Compressed Sensing: Algorithms, Phase Diagrams, and Threshold Achieving Matrices

Florent Krzakala, Marc Mézard, François Sausset, Yifan Sun, Lenka Zdeborová

1206.3953

Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing

David L. Donoho, Adel Javanmard, Andrea Montanari

1112.0708

Phase Transitions in Semidefinite Relaxations

Adel Javanmard, Andrea Montanari, Federico Ricci-Tersenghi

1511.08769

A Mean Field View of the Landscape of Two-Layers Neural Networks

Song Mei, Andrea Montanari, Phan-Minh Nguyen

1804.06561

Langevin dynamics with space-time periodic nonequilibrium forcing

R. Joubaud, G. Pavliotis, G. Stoltz

1403.1883

The computation of averages from equilibrium and nonequilibrium Langevin molecular dynamics

Benedict Leimkuhler, Charles Matthews, Gabriel Stoltz

1308.5814

Error analysis of the transport properties of Metropolized schemes

Max Fathi, A. -A. Homman, G. Stoltz

1402.6537

Robust and efficient configurational molecular sampling via Langevin Dynamics

Benedict Leimkuhler, Charles Matthews

1304.3269

Characterizing the Google Books corpus: Strong limits to inferences of socio-cultural and linguistic evolution

Eitan Adam Pechenick, Christopher M. Danforth, Peter Sheridan Dodds

1501.00960

Towards Understanding Grokking: An Effective Theory of Representation Learning

Ziming Liu, Ouail Kitouni, Niklas Nolte, Eric J. Michaud, Max Tegmark, Mike Williams

2205.10343

Spectral redemption: clustering sparse networks

Florent Krzakala, Cristopher Moore, Elchanan Mossel, Joe Neeman, Allan Sly, Lenka Zdeborová, Pan Zhang

1306.5550

An efficient and principled method for detecting communities in networks

Brian Ball, Brian Karrer, M. E. J. Newman

1104.3590

Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications

Aurelien Decelle, Florent Krzakala, Cristopher Moore, Lenka Zdeborová

1109.3041

Graph spectra and the detectability of community structure in networks

Raj Rao Nadakuditi, M. E. J. Newman

1205.1813

Community detection in graphs

Santo Fortunato

0906.0612

Langevin dynamics with constraints and computation of free energy differences

Tony Lelievre, Mathias Rousset, Gabriel Stoltz

1006.4914

Using nonequilibrium fluctuation theorems to understand and correct errors in equilibrium and nonequilibrium discrete Langevin dynamics simulations

David A. Sivak, John D. Chodera, Gavin E. Crooks

1107.2967

Rational Construction of Stochastic Numerical Methods for Molecular Sampling

Benedict Leimkuhler, Charles Matthews

1203.5428

Accurate sampling using Langevin dynamics

Giovanni Bussi, Michele Parrinello

0803.4083

Thermodynamic metrics and optimal paths

David A. Sivak, Gavin E. Crooks

1201.4166

Fluctuation relations: a pedagogical overview

Richard E. Spinney, Ian J. Ford

1201.6381

Nonequilibrium candidate Monte Carlo: A new tool for efficient equilibrium simulation

Jerome P. Nilmeier, Gavin E. Crooks, David D. L. Minh, John D. Chodera

1105.2278

Optimal protocols for minimal work processes in underdamped stochastic thermodynamics

Alex Gomez-Marin, Tim Schmiedl, Udo Seifert

0803.0269

Near-equilibrium measurements of nonequilibrium free energy

David A. Sivak, Gavin E. Crooks

0912.2468

Inertial Effects in Nonequilibrium Work Fluctuations by a Path Integral Approach

Tooru Taniguchi, E. G. D. Cohen

0706.1199

Efficiency at maximum power: An analytically solvable model for stochastic heat engines

Tim Schmiedl, Udo Seifert

0710.4097

Computing the optimal protocol for finite-time processes in stochastic thermodynamics

Holger Then, Andreas Engel

0710.3297

Gibbs Measures and Phase Transitions on Sparse Random Graphs

Amir Dembo, Andrea Montanari

0910.5460

Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit

Song Mei, Theodor Misiakiewicz, Andrea Montanari

1902.06015

Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate

Mikhail Belkin, Daniel Hsu, Partha Mitra

1806.05161

Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks

Pratik Chaudhari, Stefano Soatto

1710.11029

Information-theoretic thresholds for community detection in sparse networks

Jess Banks, Cristopher Moore

1601.02658

TherML: Thermodynamics of Machine Learning

Alexander A. Alemi, Ian Fischer

1807.04162

An exact mapping between the Variational Renormalization Group and Deep Learning

Pankaj Mehta, David J. Schwab

1410.3831

From Integrable to Chaotic Systems: Universal Local Statistics of Lyapunov exponents

Gernot Akemann, Zdzislaw Burda, Mario Kieburg

1809.05905

A self consistent theory of Gaussian Processes captures feature learning effects in finite CNNs

Gadi Naveh, Zohar Ringel

2106.04110

Black Holes and Random Matrices

Jordan S. Cotler, Guy Gur-Ari, Masanori Hanada, Joseph Polchinski, Phil Saad, Stephen H. Shenker, Douglas Stanford, Alexandre Streicher, Masaki Tezuka

1611.04650

Adaptive Thermostats for Noisy Gradient Systems

Benedict Leimkuhler, Xiaocheng Shang

1505.06889

The Gaussian equivalence of generative models for learning with shallow neural networks

Sebastian Goldt, Bruno Loureiro, Galen Reeves, Florent Krzakala, Marc Mézard, Lenka Zdeborová

2006.14709

Towards quantifying information flows: relative entropy in deep neural networks and the renormalization group

Johanna Erdmenger, Kevin T. Grosvenor, Ro Jefferson

2107.06898

Stochastic blockmodels and community structure in networks

Brian Karrer, M. E. J. Newman

1008.3926

Phase transition in the detection of modules in sparse networks

Aurelien Decelle, Florent Krzakala, Cristopher Moore, Lenka Zdeborová

1102.1182

Communities in Networks

Mason A. Porter, Jukka-Pekka Onnela, Peter J. Mucha

0902.3788

Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics

Daniel Kunin, Javier Sagastuy-Brena, Surya Ganguli, Daniel L. K. Yamins, Hidenori Tanaka

2012.04728

Corrections to Einstein's relation for Brownian motion in a tilted periodic potential

J. C. Latorre, G. A. Pavliotis, P. R. Kramer

1208.2150

Culturomics meets random fractal theory: Insights into long-range correlations of social and natural phenomena over the past two centuries

Jianbo Gao, Jing Hu, Xiang Mao, Matjaz Perc

1202.5299

Universality of jamming of non-spherical particles

Carolina Brito, Harukuni Ikeda, Pierfrancesco Urbani, Matthieu Wyart, Francesco Zamponi

1807.01975

Fast unfolding of communities in large networks

Vincent D. Blondel, Jean-Loup Guillaume, Renaud Lambiotte, Etienne Lefebvre

0803.0476

Two speed TASEP

Alexei Borodin, Patrik L. Ferrari, Tomohiro Sasamoto

0904.4655

The modified Sutherland--Einstein relation for diffusive nonequilibria

Marco Baiesi, Christian Maes, Bram Wynants

1101.3227

Fluctuation Relations for Diffusion Processes

Raphael Chetrite, Krzysztof Gawedzki

0707.2725

Kac-Rice fixed point analysis for single- and multi-layered complex systems

J. R. Ipsen, P. J. Forrester

1807.05790

Multiresolution community detection for megascale networks by information-based replica correlations

Peter Ronhovde, Zohar Nussinov

0812.1072

Bayesian Parameter Estimation for Latent Markov Random Fields and Social Networks

Richard G. Everitt

1203.3725

Entropy: The Markov Ordering Approach

A. N. Gorban, P. A. Gorban, G. Judge

1003.1377

A Bayesian Approach to Network Modularity

Jake M. Hofman, Chris H. Wiggins

0709.3512

Exponential number of equilibria and depinning threshold for a directed polymer in a random potential

Yan V Fyodorov, Pierre Le Doussal, Alberto Rosso, Christophe Texier

1703.10066

Models and algorithms for the next generation of glass transition studies

Andrea Ninarello, Ludovic Berthier, Daniele Coslovich

1704.08864

Introduction to Random Matrices - Theory and Practice

Giacomo Livan, Marcel Novaes, Pierpaolo Vivo

1712.07903

Configurational Temperature Control for Atomic and Molecular Systems

Karl P. Travis, Carlos Braga

0709.1575

Phase transitions in exponential random graphs

Charles Radin, Mei Yin

1108.0649

Three detailed fluctuation theorems

Massimiliano Esposito, Christian Van den Broeck

0911.2666

Isotropic Brownian motions over complex fields as a solvable model for May-Wigner stability analysis

J. R. Ipsen, H. Schomerus

1602.06364

Nonlinear Analogue of the May-Wigner Instability Transition

Yan V. Fyodorov, Boris A. Khoruzhenko

1509.05737

Hard-sphere melting and crystallization with event-chain Monte Carlo

Masaharu Isobe, Werner Krauth

1505.07896

Work and heat probability distribution of an optically driven Brownian particle: Theory and experiments

A. Imparato, L. Peliti, G. Pesce, G. Rusciano, A. Sasso

0707.0439

The Steady State Fluctuation Relation for the Dissipation Function

Debra J. Searles, Lamberto Rondoni, Denis J. Evans

0709.1327

Statistical Physics of Hard Optimization Problems

Lenka Zdeborová

0806.4112

Hand-waving and Interpretive Dance: An Introductory Course on Tensor Networks

Jacob C. Bridgeman, Christopher T. Chubb

1603.03039

Can the glass transition be explained without a growing static length scale?

Ludovic Berthier, Giulio Biroli, Jean-Philippe Bouchaud, Gilles Tarjus

1805.12378

Fluctuation relations in simple examples of non-equilibrium steady states

Raphael Chetrite, Gregory Falkovich, Krzysztof Gawedzki

0806.1875

Iterated Stochastic Measurements

Michel Bauer, Denis Bernard, Tristan Benoist

1210.0425

Exploring the jamming transition over a wide range of critical densities

Misaki Ozawa, Ludovic Berthier, Daniele Coslovich

1705.10156

Discovering Phase Transitions with Unsupervised Learning

Lei Wang

1606.00318

Equilibrium sampling of hard spheres up to the jamming density and beyond

Ludovic Berthier, Daniele Coslovich, Andrea Ninarello, Misaki Ozawa

1511.06182

A bound on chaos

Juan Maldacena, Stephen H. Shenker, Douglas Stanford

1503.01409

Bayesian stochastic blockmodeling

Tiago P. Peixoto

1705.10225

A diagrammatic expansion of the Casimir energy in multiple reflections: theory and applications

Mohammad F. Maghrebi

1012.1060

Detecting the overlapping and hierarchical community structure of complex networks

Andrea Lancichinetti, Santo Fortunato, Janos Kertesz

0802.1218

Absence of Marginal Stability in a Structural Glass

Camille Scalliet, Ludovic Berthier, Francesco Zamponi

1706.04112

Completeness of the classical 2D Ising model and universal quantum computation

M. Van den Nest, W. Dür, H. J. Briegel

0708.2275

Extended Fluctuation-Dissipation Theorem for Soft Matter in Stationary Flow

Thomas Speck, Udo Seifert

0903.4885

Noncolliding Brownian Motion and Determinantal Processes

Makoto Katori, Hideki Tanemura

0705.2460

Fluctuations and response of nonequilibrium states

Marco Baiesi, Christian Maes, Bram Wynants

0902.3955

Generalized information and entropy measures in physics

Christian Beck

0902.1235

Scaling collapse at the jamming transition

Yoav Kallus

1507.02325

Achieving the Neel state in an optical lattice

Arnaud Koetsier, R. A. Duine, Immanuel Bloch, H. T. C. Stoof

0711.3425

Nonequilibrium fluctuations in small systems: From physics to biology

F. Ritort

0705.0455

Lifting -- A nonreversible Markov chain Monte Carlo Algorithm

Marija Vucelja

1412.8762

Compression Driven Jamming of Athermal Frictionless Spherocylinders in Two Dimensions

Theodore Marschall, S. Teitel

1709.01973

Random matrices

Bertrand Eynard, Taro Kimura, Sylvain Ribault

1510.04430

On Convergence of Approximate Message Passing

Francesco Caltagirone, Florent Krzakala, Lenka Zdeborová

1401.6384

Critical Behavior of a Trapped Interacting Bose Gas

Tobias Donner, Stephan Ritter, Thomas Bourdel, Anton Öttl, Michael Köhl, Tilman Esslinger

0704.1439

Ising models on locally tree-like graphs

Amir Dembo, Andrea Montanari

0804.4726

Solving Constraint Satisfaction Problems through Belief Propagation-guided decimation

Andrea Montanari, Federico Ricci-Tersenghi, Guilhem Semerjian

0709.1667

Statistical Mechanics of Multiplex Ensembles: Entropy and Overlap

Ginestra Bianconi

1303.4057

Classifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed

Maria Refinetti, Sebastian Goldt, Florent Krzakala, Lenka Zdeborová

2102.11742

Information-theoretic measurements of coupling between structure and dynamics in glass-formers

Robert L. Jack, Andrew J. Dunleavy, C. Patrick Royall

1402.6867

Excitations are localized and relaxation is hierarchical in glass-forming liquids

Aaron S. Keys, Lester O. Hedges, Juan P. Garrahan, Sharon C. Glotzer, David Chandler

1107.3628

Exact theory of dense amorphous hard spheres in high dimension. III. The full RSB solution

Patrick Charbonneau, Jorge Kurchan, Giorgio Parisi, Pierfrancesco Urbani, Francesco Zamponi

1310.2549

Phase transitions in semisupervised clustering of sparse networks

Pan Zhang, Cristopher Moore, Lenka Zdeborová

1404.7789

On the freezing of variables in random constraint satisfaction problems

Guilhem Semerjian

0705.2147