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L

Lenka Zdeborová

ecole polytechnique federale de lausanne

40H指数
261论文数
1.0W被引数
收录论文 25
发表时间
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Inference in spreading processes with neural-network priors基于神经网络先验的传播过程推理
errPhysical Review E
IF2.4
err2026-01-07
err0
PREAI
errGhio, Davide; Boncoraglio, Fabrizio; Zdeborova, Lenka
err分享
err收藏
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
Backtracking Dynamical Cavity Method
errPHYSICAL REVIEW X
IF15.7
err2023-08-21
err5
errOAAI
errBehrens, Freya; Hudcova, Barbora; Zdeborova, Lenka
err分享
err收藏
Neural-prior stochastic block model
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-08-17
err0
errOAAI
errDuranthon, O.; Zdeborova, L.
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
Learning curves for the multi-class teacher-student perceptron
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-02-14
err6
errOAAI
errCornacchia, Elisabetta; Mignacco, Francesca; Veiga, Rodrigo; Gerbelot, Cedric; Loureiro, Bruno; Zdeborova, Lenka
err分享
err收藏
Probing transfer learning with a model of synthetic correlated datasets
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2022-02-23
err14
errOAAI
errGerace, Federica; Saglietti, Luca; Mannelli, Stefano Sarao; Saxe, Andrew; 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
err分享
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Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2021-07-13
err19
errOAAI
errMignacco, Francesca; Urbani, Pierfrancesco; Zdeborova, Lenka
err分享
err收藏
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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err收藏
Understanding deep learning is also a job for physicists
errNATURE PHYSICS
IF18.4
err2020-05-26
err65
PREAI
errZdeborova, Lenka
err分享
err收藏
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
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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
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err收藏
Glassy Nature of the Hard Phase in Inference Problems
errPHYSICAL REVIEW X
IF15.7
err2019-01-31
err28
errOAAI
errAntenucci, Fabrizio; Franz, Silvio; Urbani, Pierfrancesco; Zdeborova, Lenka
err分享
err收藏
New tool in the box
errNATURE PHYSICS
IF18.4
err2017-02-13
err79
PREAI
errZdeborova, Lenka
err分享
err收藏
Fast and simple decycling and dismantling of networks
errSCIENTIFIC REPORTS
IF3.9
err2016-11-29
err119
errOAAI
errZdeborova, Lenka; Zhang, Pan; Zhou, Hai-Jun
err分享
err收藏
Network dismantling网络拆解
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2016-10-18
err190
errOAAI
errBraunstein, Alfredo; Dall'Asta, Luca; Semerjian, Guilhem; Zdeborova, Lenka
err分享
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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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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
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研究方向

暂无研究方向
合作学者
合作期刊
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Marc Mézard
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A
Andrea Montanari
H 指数: 65 · 论文数: 459
C
Cristopher Moore
H 指数: 54 · 论文数: 345
M
Massimo Vergassola
H 指数: 53 · 论文数: 208
E
Elchanan Mossel
H 指数: 52 · 论文数: 421
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