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Lenka Zdeborová

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Publications by Lenka Zdeborová | EPFL Graph Search

Lenka Zdeborová

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Planted XY model: Thermodynamics and inference

Optimal denoising of rotationally invariant rectangular matrices

Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks

Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap

Multi-layer State Evolution Under Random Convolutional Design

Epidemic mitigation by statistical inference from contact tracing data

Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem

Construction of optimal spectral methods in phase retrieval

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

Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification