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F

Florent Krząkała

college de france

43H指数
269论文数
8.6K被引数
收录论文 24
发表时间
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Sampling with flows, diffusion, and autoregressive neural networks from a spin-glass perspective
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2024-06-24
err3
errOAAI
errGhio, Davide; Dandi, Yatin; Krzakala, Florent; Zdeborova, Lenka
err分享
err收藏
Error scaling laws for kernel classification under source and capacity conditions
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-08-29
err3
errOAAI
errCui, Hugo; Loureiro, Bruno; Krzakala, Florent; Zdeborova, Lenka
err分享
err收藏
Theoretical characterization of uncertainty in high-dimensional linear classification
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-06-08
err6
errOAAI
errClarte, Lucas; Loureiro, Bruno; Krzakala, Florent; Zdeborova, Lenka
err分享
err收藏
Epidemic mitigation by statistical inference from contact tracing data
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2021-07-26
err17
errOAAI
errBaker, Antoine; Biazzo, Indaco; Braunstein, Alfredo; Catania, Giovanni; Dall'Asta, Luca; Ingrosso, Alessandro; Krzakala, Florent; Mazza, Fabio; Mezard, Marc; Muntoni, Anna Paola; Refinetti, Maria; Mannelli, Stefano Sarao; Zdeborova, Lenka
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Modeling the Influence of Data Structure on Learning in Neural Networks: The Hidden Manifold Model
errPHYSICAL REVIEW X
IF15.7
err2020-12-03
err84
errOAAI
errGoldt, Sebastian; Mezard, Marc; Krzakala, Florent; Zdeborova, Lenka
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Large-Scale Optical Reservoir Computing for Spatiotemporal Chaotic Systems Prediction
errPHYSICAL REVIEW X
IF15.7
err2020-11-20
err147
errOAAI
errRafayelyan, Mushegh; Dong, Jonathan; Tan, Yongqi; Krzakala, Florent; Gigane, Sylvain
err分享
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FUNDAMENTAL LIMITS OF DETECTION IN THE SPIKED WIGNER MODEL
errANNALS OF STATISTICS
IF3.7
err2020-04-01
err21
errOAAI
errEl Alaoui, Ahmed; Krzakala, Florent; Jordan, Michael
err分享
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Marvels and Pitfalls of the Langevin Algorithm in Noisy High-Dimensional Inference
errPHYSICAL REVIEW X
IF15.7
err2020-03-05
err29
errOAAI
errMannelli, Stefano Sarao; Biroli, Giulio; Cammarota, Chiara; Krzakala, Florent; Urbani, Pierfrancesco; Zdeborova, Lenka
err分享
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Optical Reservoir Computing Using Multiple Light Scattering for Chaotic Systems Prediction
errIEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
IF5.1
err2020-01-01
err81
errOAAI
errDong, Jonathan; Rafayelyan, Mushegh; Krzakala, Florent; Gigan, Sylvain
err分享
err收藏
Optimal errors and phase transitions in high-dimensional generalized linear models
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2019-03-01
err161
errOAAI
errBarbier, Jean; Krzakala, Florent; Macris, Nicolas; Miolane, Leo; Zdeborova, Lenka
err分享
err收藏
Deterministic and Generalized Framework for Unsupervised Learning with Restricted Boltzmann Machines
errPHYSICAL REVIEW X
IF15.7
err2018-10-08
err21
errOAAI
errTramel, Eric W.; Gabrie, Marylou; Manoel, Andre; Caltagirone, Francesco; Krzakala, Florent
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Fast Phase Retrieval for High Dimensions: A Block-Based Approach
errieee signal processing magazine
IF3.9
err2016-09-01
err6
errOAAI
errRajaei, Boshra; Gigan, Sylvain; Krzakala, Florent; Daudet, Laurent
err分享
err收藏
Statistical physics of inference: thresholds and algorithms
errADVANCES IN PHYSICS
IF13.8
err2016-08-19
err276
errOAAI
errZdeborova, Lenka; Krzakala, Florent
err分享
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Reference-less measurement of the transmission matrix of a highly scattering material using a DMD and phase retrieval techniques
errOPTICS EXPRESS
IF3.3
err2015-04-28
err232
errOAAI
errDremeau, Angelique; Liutkus, Antoine; Martina, David; Katz, Ori; Schuelke, Christophe; Krzakala, Florent; Gigan, Sylvain; Daudet, Laurent
err分享
err收藏
Belief-propagation-guided Monte-Carlo sampling
errPHYSICAL REVIEW B
IF3.7
err2014-06-26
err7
errOAAI
errDecelle, Aurelien; Krzakala, Florent
err分享
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Spectral redemption in clustering sparse networks
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2013-11-25
err476
errOAAI
errKrzakala, Florent; Moore, Cristopher; Mossel, Elchanan; Neeman, Joe; Sly, Allan; Zdeborova, Lenka; Zhang, Pan
err分享
err收藏
Ultrametric probe of the spin-glass state in a field
errPHYSICAL REVIEW B
IF3.7
err2012-11-06
err13
errOAAI
errKatzgraber, Helmut G.; Joerg, Thomas; Krzakala, Florent; Hartmann, Alexander K.
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On melting dynamics and the glass transition. I. Glassy aspects of melting dynamics
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2011-01-21
err19
errOAAI
errKrzakala, Florent; Zdeborova, Lenka
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On melting dynamics and the glass transition. II. Glassy dynamics as a melting process
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2011-01-21
err26
errOAAI
errKrzakala, Florent; Zdeborova, Lenka
err分享
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Generalization of the cavity method for adiabatic evolution of Gibbs states
errPHYSICAL REVIEW B
IF3.7
err2010-06-10
err48
errOAAI
errZdeborova, Lenka; Krzakala, Florent
err分享
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研究方向

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