Year |
Citation |
Score |
2021 |
Baker A, Biazzo I, Braunstein A, Catania G, Dall'Asta L, Ingrosso A, Krzakala F, Mazza F, Mézard M, Muntoni AP, Refinetti M, Sarao Mannelli S, Zdeborová L. Epidemic mitigation by statistical inference from contact tracing data. Proceedings of the National Academy of Sciences of the United States of America. 118. PMID 34312253 DOI: 10.1073/pnas.2106548118 |
0.547 |
|
2020 |
El Alaoui A, Krzakala F, Jordan M. Fundamental limits of detection in the spiked Wigner model Annals of Statistics. 48: 863-885. DOI: 10.1214/19-Aos1826 |
0.38 |
|
2020 |
Barbier J, Macris N, Dia M, Krzakala F. Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation Ieee Transactions On Information Theory. 66: 4270-4303. DOI: 10.1109/Tit.2020.2990880 |
0.418 |
|
2020 |
Sarao Mannelli S, Biroli G, Cammarota C, Krzakala F, Urbani P, Zdeborová L. Marvels and Pitfalls of the Langevin Algorithm in Noisy High-Dimensional Inference Physical Review X. 10. DOI: 10.1103/Physrevx.10.011057 |
0.391 |
|
2020 |
Gabrié M, Barbier J, Krzakala F, Zdeborová L. Blind calibration for compressed sensing: state evolution and an online algorithm Journal of Physics A. 53: 334004. DOI: 10.1088/1751-8121/Ab8416 |
0.324 |
|
2020 |
Abbara A, Baker A, Krzakala F, Zdeborová L. On the universality of noiseless linear estimation with respect to the measurement matrix Journal of Physics A. 53: 164001. DOI: 10.1088/1751-8121/Ab59Ef |
0.364 |
|
2019 |
Barbier J, Krzakala F, Macris N, Miolane L, Zdeborová L. Optimal errors and phase transitions in high-dimensional generalized linear models. Proceedings of the National Academy of Sciences of the United States of America. 116: 5451-5460. PMID 30824595 DOI: 10.1073/Pnas.1802705116 |
0.692 |
|
2019 |
Alaoui AE, Ramdas A, Krzakala F, Zdeborová L, Jordan MI. Decoding from Pooled Data: Sharp Information-Theoretic Bounds Siam Journal On Mathematics of Data Science. 1: 161-188. DOI: 10.1137/18M1183339 |
0.325 |
|
2019 |
El Alaoui A, Ramdas A, Krzakala F, Zdeborova L, Jordan MI. Decoding From Pooled Data: Phase Transitions of Message Passing Ieee Transactions On Information Theory. 65: 572-585. DOI: 10.1109/Tit.2018.2855698 |
0.377 |
|
2019 |
Maillard A, Foini L, Castellanos AL, Krzakala F, Mézard M, Zdeborová L. High-temperature expansions and message passing algorithms Journal of Statistical Mechanics: Theory and Experiment. 2019: 113301. DOI: 10.1088/1742-5468/Ab4Bbb |
0.398 |
|
2019 |
Aubin B, Maillard A, Barbier J, Krzakala F, Macris N, Zdeborová L. The committee machine: computational to statistical gaps in learning a two-layers neural network Journal of Statistical Mechanics: Theory and Experiment. 2019: 124023. DOI: 10.1088/1742-5468/Ab43D2 |
0.377 |
|
2019 |
Gabrié M, Manoel A, Luneau C, Barbier J, Macris N, Krzakala F, Zdeborová L. Entropy and mutual information in models of deep neural networks Journal of Statistical Mechanics: Theory and Experiment. 2019: 124014. DOI: 10.1088/1742-5468/Ab3430 |
0.326 |
|
2019 |
Antenucci F, Krzakala F, Urbani P, Zdeborová L. Approximate survey propagation for statistical inference Journal of Statistical Mechanics: Theory and Experiment. 2019: 023401. DOI: 10.1088/1742-5468/Aafa7D |
0.415 |
|
2018 |
Tramel EW, Gabrié M, Manoel A, Caltagirone F, Krzakala F. A Deterministic and Generalized Framework for Unsupervised Learning with Restricted Boltzmann Machines. Physical Review X. 8: 41006. DOI: 10.1103/Physrevx.8.041006 |
0.341 |
|
2018 |
Saade A, Krzakala F, Lelarge M, Zdeborová L. Fast Randomized Semi-Supervised Clustering Arxiv: Learning. 1036: 12015. DOI: 10.1088/1742-6596/1036/1/012015 |
0.366 |
|
2018 |
Coja-Oghlan A, Krzakala F, Perkins W, Zdeborová L. Information-theoretic thresholds from the cavity method Advances in Mathematics. 333: 694-795. DOI: 10.1016/J.Aim.2018.05.029 |
0.338 |
|
2017 |
Rajaei B, Gigan S, Krzakala F, Daudet L. Robust Phase Retrieval with the Swept Approximate Message Passing (prSAMP) Algorithm Image Processing On Line. 7: 43-55. DOI: 10.5201/Ipol.2017.178 |
0.363 |
|
2017 |
Zhu J, Baron D, Krzakala F. Performance Limits for Noisy Multimeasurement Vector Problems Ieee Transactions On Signal Processing. 65: 2444-2454. DOI: 10.1109/Tsp.2016.2646663 |
0.346 |
|
2017 |
Barbier J, Krzakala F. Approximate Message-Passing Decoder and Capacity Achieving Sparse Superposition Codes Ieee Transactions On Information Theory. 63: 4894-4927. DOI: 10.1109/Tit.2017.2713833 |
0.323 |
|
2017 |
Lesieur T, Krzakala F, Zdeborová L. Constrained low-rank matrix estimation: phase transitions, approximate message passing and applications Journal of Statistical Mechanics: Theory and Experiment. 2017: 73403. DOI: 10.1088/1742-5468/Aa7284 |
0.431 |
|
2017 |
Saade A, Krzakala F, Zdeborová L. Spectral Bounds for the Ising Ferromagnet on an Arbitrary Given Graph Journal of Statistical Mechanics: Theory and Experiment. 2017: 53403. DOI: 10.1088/1742-5468/Aa6F1E |
0.344 |
|
2016 |
Kabashima Y, Krzakala F, Mezard M, Sakata A, Zdeborova L. Phase Transitions and Sample Complexity in Bayes-Optimal Matrix Factorization Ieee Transactions On Information Theory. 62: 4228-4265. DOI: 10.1109/Tit.2016.2556702 |
0.413 |
|
2016 |
Rajaei B, Gigan S, Krzakala F, Daudet L. Fast Phase Retrieval for High Dimensions: A Block-Based Approach Ieee Signal Processing Letters. 23: 1179-1182. DOI: 10.1109/Lsp.2016.2587618 |
0.326 |
|
2016 |
Barbier J, Tramel EW, Krzakala F. Scampi: a robust approximate message-passing framework for compressive imaging Arxiv: Information Theory. 699: 12013. DOI: 10.1088/1742-6596/699/1/012013 |
0.369 |
|
2016 |
Tramel EW, Drémeau A, Krzakala F. Approximate message passing with restricted Boltzmann machine priors Journal of Statistical Mechanics: Theory and Experiment. 2016: 73401. DOI: 10.1088/1742-5468/2016/07/073401 |
0.324 |
|
2016 |
Zdeborová L, Krzakala F. Statistical physics of inference: thresholds and algorithms Advances in Physics. 65: 453-552. DOI: 10.1080/00018732.2016.1211393 |
0.392 |
|
2015 |
Barbier J, Schülke C, Krzakala F. Approximate message-passing with spatially coupled structured operators, with applications to compressed sensing and sparse superposition codes Journal of Statistical Mechanics: Theory and Experiment. 2015: 5013. DOI: 10.1088/1742-5468/2015/05/P05013 |
0.315 |
|
2014 |
Yan X, Shalizi C, Jensen JE, Krzakala F, Moore C, Zdeborová L, Zhang P, Zhu Y. Model selection for degree-corrected block models. Journal of Statistical Mechanics (Online). 2014. PMID 26167197 DOI: 10.1088/1742-5468/2014/05/P05007 |
0.344 |
|
2014 |
Krzakala F, Mézard M, Zdeborová L. Reweighted Belief Propagation and Quiet Planting for Random K-SAT Journal On Satisfiability, Boolean Modeling and Computation. 8: 149-171. DOI: 10.3233/Sat190096 |
0.301 |
|
2014 |
Saade A, Krzakala F, Zdeborová L. Spectral density of the non-backtracking operator on random graphs Epl. 107: 50005. DOI: 10.1209/0295-5075/107/50005 |
0.311 |
|
2014 |
Decelle A, Krzakala F. Belief-propagation-guided Monte-Carlo sampling Physical Review B. 89. DOI: 10.1103/Physrevb.89.214421 |
0.36 |
|
2013 |
Krzakala F, Moore C, Mossel E, Neeman J, Sly A, Zdeborová L, Zhang P. Spectral redemption in clustering sparse networks. Proceedings of the National Academy of Sciences of the United States of America. 110: 20935-40. PMID 24277835 DOI: 10.1073/Pnas.1312486110 |
0.359 |
|
2013 |
Barbier J, Krzakala F, Zdeborová L, Zhang P. The hard-core model on random graphs revisited Arxiv: Disordered Systems and Neural Networks. 473: 12021. DOI: 10.1088/1742-6596/473/1/012021 |
0.313 |
|
2013 |
Gouillart E, Krzakala F, Mézard M, Zdeborová L. Belief-propagation reconstruction for discrete tomography Inverse Problems. 29: 35003. DOI: 10.1088/0266-5611/29/3/035003 |
0.34 |
|
2013 |
Bapst V, Foini L, Krzakala F, Semerjian G, Zamponi F. The quantum adiabatic algorithm applied to random optimization problems: The quantum spin glass perspective Physics Reports. 523: 127-205. DOI: 10.1016/J.Physrep.2012.10.002 |
0.369 |
|
2012 |
Krzakala F, Mézard M, Sausset F, Sun Y, Zdeborová L. Statistical-Physics-Based Reconstruction in Compressed Sensing Physical Review X. 2: 21005. DOI: 10.1103/Physrevx.2.021005 |
0.328 |
|
2012 |
Zhang P, Krzakala F, Reichardt J, Zdeborová L. Comparative study for inference of hidden classes in stochastic block models Journal of Statistical Mechanics: Theory and Experiment. 2012. DOI: 10.1088/1742-5468/2012/12/P12021 |
0.359 |
|
2012 |
Krzakala F, Mézard M, Sausset F, Sun Y, Zdeborová L. Probabilistic reconstruction in compressed sensing: algorithms, phase diagrams, and threshold achieving matrices Journal of Statistical Mechanics: Theory and Experiment. 2012: 8009. DOI: 10.1088/1742-5468/2012/08/P08009 |
0.398 |
|
2012 |
Foini L, Krzakala F, Zamponi F. On the relation between kinetically constrained models of glass dynamics and the random first-order transition theory Journal of Statistical Mechanics: Theory and Experiment. 2012: P06013. DOI: 10.1088/1742-5468/2012/06/P06013 |
0.351 |
|
2012 |
Jörg T, Krzakala F. The nature of the different zero-temperature phases in discrete two-dimensional spin glasses: entropy, universality, chaos and cascades in the renormalization group flow Journal of Statistical Mechanics: Theory and Experiment. 2012. DOI: 10.1088/1742-5468/2012/01/L01001 |
0.318 |
|
2011 |
Decelle A, Krzakala F, Moore C, Zdeborová L. Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 84: 066106. PMID 22304154 DOI: 10.1103/Physreve.84.066106 |
0.415 |
|
2011 |
Decelle A, Krzakala F, Moore C, Zdeborová L. Inference and phase transitions in the detection of modules in sparse networks. Physical Review Letters. 107: 065701. PMID 21902340 DOI: 10.1103/Physrevlett.107.065701 |
0.403 |
|
2011 |
Krzakala F, Zdeborová L. On melting dynamics and the glass transition. II. Glassy dynamics as a melting process. The Journal of Chemical Physics. 134: 034513. PMID 21261374 DOI: 10.1063/1.3506843 |
0.325 |
|
2011 |
Krzakala F, Zdeborová L. On melting dynamics and the glass transition. I. Glassy aspects of melting dynamics. The Journal of Chemical Physics. 134: 034512. PMID 21261373 DOI: 10.1063/1.3506841 |
0.309 |
|
2011 |
Krzakala F, Ricci-Tersenghi F, Sherrington D, Zdeborová L. No spin glass phase in the ferromagnetic random-field random-temperature scalar Ginzburg-Landau model Journal of Physics a: Mathematical and Theoretical. 44. DOI: 10.1088/1751-8113/44/4/042003 |
0.341 |
|
2011 |
Matsuda Y, Nishimori H, Zdeborová L, Krzakala F. Random-field p-spin-glass model on regular random graphs Journal of Physics A. 44: 185002. DOI: 10.1088/1751-8113/44/18/185002 |
0.347 |
|
2010 |
Krzakala F, Ricci-Tersenghi F, Zdeborová L. Elusive spin-glass phase in the random field Ising model. Physical Review Letters. 104: 207208. PMID 20867061 DOI: 10.1103/Physrevlett.104.207208 |
0.324 |
|
2010 |
Jörg T, Krzakala F, Semerjian G, Zamponi F. First-order transitions and the performance of quantum algorithms in random optimization problems. Physical Review Letters. 104: 207206. PMID 20867059 DOI: 10.1103/Physrevlett.104.207206 |
0.366 |
|
2010 |
Chertkov M, Kroc L, Krzakala F, Vergassola M, Zdeborová L. Inference in particle tracking experiments by passing messages between images. Proceedings of the National Academy of Sciences of the United States of America. 107: 7663-8. PMID 20368454 DOI: 10.1073/Pnas.0910994107 |
0.335 |
|
2010 |
Krzakala F, Zdeborová L. Following Gibbs states adiabatically ?The energy landscape of mean-field glassy systems Epl. 90: 66002. DOI: 10.1209/0295-5075/90/66002 |
0.317 |
|
2010 |
Jörg T, Krzakala F, Kurchan J, Maggs AC, Pujos J. Energy gaps in quantum first-order mean-field–like transitions: The problems that quantum annealing cannot solve Epl (Europhysics Letters). 89: 40004. DOI: 10.1209/0295-5075/89/40004 |
0.32 |
|
2010 |
Jörg T, Krzakala F, Kurchan J, Maggs AC. Quantum Annealing of Hard Problems Progress of Theoretical Physics Supplement. 184: 290-303. DOI: 10.1143/Ptps.184.290 |
0.318 |
|
2010 |
Zdeborová L, Krzakala F. Generalization of the cavity method for adiabatic evolution of Gibbs states Physical Review B. 81: 224205. DOI: 10.1103/Physrevb.81.224205 |
0.364 |
|
2009 |
Mari R, Krzakala F, Kurchan J. Jamming versus glass transitions. Physical Review Letters. 103: 025701. PMID 19659220 DOI: 10.1103/Physrevlett.103.025701 |
0.304 |
|
2009 |
Krzakala F, Zdeborová L. Hiding quiet solutions in random constraint satisfaction problems. Physical Review Letters. 102: 238701. PMID 19658978 DOI: 10.1103/Physrevlett.102.238701 |
0.341 |
|
2008 |
Krzakala F, Tarzia M, Zdeborová L. Lattice model for colloidal gels and glasses. Physical Review Letters. 101: 165702. PMID 18999686 DOI: 10.1103/Physrevlett.101.165702 |
0.313 |
|
2008 |
Jörg T, Krzakala F, Kurchan J, Maggs AC. Simple glass models and their quantum annealing. Physical Review Letters. 101: 147204. PMID 18851567 DOI: 10.1103/Physrevlett.101.147204 |
0.34 |
|
2008 |
Jörg T, Krzakała F. Comment on "Ultrametricity in the Edwards-Anderson model". Physical Review Letters. 100: 159701; discussion 1. PMID 18518165 DOI: 10.1103/Physrevlett.100.159701 |
0.3 |
|
2008 |
Krzakala F, Kurchan J. Constraint optimisation and landscapes The European Physical Journal B. 64: 563-565. DOI: 10.1140/Epjb/E2008-00052-X |
0.335 |
|
2008 |
Krzakala F, Rosso A, Semerjian G, Zamponi F. Path-integral representation for quantum spin models: Application to the quantum cavity method and Monte Carlo simulations Physical Review B. 78. DOI: 10.1103/Physrevb.78.134428 |
0.335 |
|
2007 |
Zdeborová L, Krzakała F. Phase transitions in the coloring of random graphs. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 76: 031131. PMID 17930223 DOI: 10.1103/Physreve.76.031131 |
0.35 |
|
2007 |
Krzakala F, Kurchan J. Landscape analysis of constraint satisfaction problems. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 76: 021122. PMID 17930021 DOI: 10.1103/Physreve.76.021122 |
0.35 |
|
2006 |
Krzakala F, Ricci-Tersenghi F. Aging, memory and rejuvenation: some lessons from simple models Arxiv: Disordered Systems and Neural Networks. 40: 42-49. DOI: 10.1088/1742-6596/40/1/005 |
0.31 |
|
2006 |
Calabrese P, Gambassi A, Krzakala F. Critical ageing of Ising ferromagnets relaxing from an ordered state Journal of Statistical Mechanics: Theory and Experiment. DOI: 10.1088/1742-5468/2006/06/P06016 |
0.313 |
|
2005 |
Krzakala F. Zero Temperature Phase Diagram of Finite Connectivity Spin Glasses Progress of Theoretical Physics Supplement. 157: 77-81. DOI: 10.1143/Ptps.157.77 |
0.349 |
|
2005 |
Castellani T, Krzakala F, Ricci-Tersenghi F. Spin glass models with ferromagnetically biased couplings on the Bethe lattice: analytic solutions and numerical simulations European Physical Journal B. 47: 99-108. DOI: 10.1140/Epjb/E2005-00293-1 |
0.367 |
|
2004 |
Krzakała F, Parisi G. Local excitations in mean-field spin glasses Europhysics Letters (Epl). 66: 729-735. DOI: 10.1209/Epl/I2003-10245-5 |
0.412 |
|
2003 |
Bouchaud J, Krzakala F, Martin O. Energy exponents and corrections to scaling in Ising spin glasses Physical Review B. 68: 224404. DOI: 10.1103/Physrevb.68.224404 |
0.325 |
|
2002 |
Krzakala F, Martin O. Absence of an equilibrium ferromagnetic spin-glass phase in three dimensions. Physical Review Letters. 89: 267202. PMID 12484853 DOI: 10.1103/Physrevlett.89.267202 |
0.32 |
|
2002 |
Krzakala F, Martin OC. Chaotic temperature dependence in a model of spin glasses - A random-energy random-entropy model European Physical Journal B. 28: 199-208. DOI: 10.1140/Epjb/E2002-00221-Y |
0.322 |
|
2001 |
Krzakala F, Houdayer J, Marinari E, Martin OC, Parisi G. Zero-temperature responses of a 3D spin glass in a magnetic field. Physical Review Letters. 87: 197204. PMID 11690454 DOI: 10.1103/Physrevlett.87.197204 |
0.456 |
|
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