OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Lenka Zdeborová
Associate Professor, Physics, Computer Science, Swiss Federal Institute of Technology Lausanne
Joined
October 2017
Names
Lenka Zdeborová
(Preferred)
,
Lenka Zdeborova
Emails
****@gmail.com
(Confirmed)
,
****@cea.fr
(Confirmed)
,
****@epfl.ch
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Wikipedia
Career & Education History
Associate Professor
Physics, Computer Science,
Swiss Federal Institute of Technology Lausanne
(epfl.ch)
2020
–
Present
Researcher
CEA Saclay
(cea.fr)
2010
–
2020
Postdoc
LANL
(lanl.gov)
2008
–
2010
PhD student
University Paris-Sud
(u-psud.fr)
2004
–
2008
Advisors, Relations & Conflicts
PhD Advisee
Hugo Cui
2020
–
2024
Postdoc Advisee
Bruno Loureiro
2018
–
2022
Coworker
Florent Krzakala
2006
–
2021
PhD Advisee
Stefano Sarao Mannelli
2017
–
2020
Postdoc Advisee
Sebastian Goldt
2017
–
2020
PhD Advisee
Jean Barbier
2012
–
2016
PhD Advisor
Marc Mezard
2005
–
2008
Expertise
theory of artificial neural networks
2014
–
Present
matrix factorization
2013
–
Present
compressed sensing
2011
–
Present
statistical inference
2009
–
Present
Bayesian inference
2009
–
Present
phase transitions
,
statistical physics
2005
–
Present
message passing algorithms
2005
–
Present
Publications
How Width and Data Shape Generalization Scaling Laws in Quadratic Neural Networks
Julius Girardin
,
Emanuele Troiani
,
Yizhou Xu
,
Vittorio Erba
,
Florent Krzakala
,
Lenka Zdeborová
HiLD at ICML 2026 Poster
Readers:
Everyone
Specialization of softmax attention heads: insights from the high-dimensional single-location model
Margarita Sagitova
,
O Duranthon
,
Lenka Zdeborová
arxiv
Readers:
Everyone
Single-Head Attention in High Dimensions: A Theory of Generalization, Weights Spectra, and Scaling Laws
Fabrizio Boncoraglio
,
Vittorio Erba
,
Emanuele Troiani
,
Yizhou Xu
,
Florent Krzakala
,
Lenka Zdeborová
Sci4DL 2026
Readers:
Everyone
Spectral Thresholds in Correlated Spiked Models and Fundamental Limits of Partial Least Squares
Pierre Mergny
,
Lenka Zdeborová
AISTATS 2026 Poster
Readers:
Everyone
Statistical Advantage of Softmax Attention: Insights from Single-Location Regression
O Duranthon
,
Pierre Marion
,
Claire Boyer
,
Bruno Loureiro
,
Lenka Zdeborová
ICLR 2026 Poster
Readers:
Everyone
Dataset Distillation for Memorized Data: Soft Labels can Leak Held-Out Teacher Knowledge
Freya Behrens
,
Lenka Zdeborová
ICLR 2026 Poster
Readers:
Everyone
Inductive Bias and Spectral Properties of Single-Head Attention in High Dimensions
Fabrizio Boncoraglio
,
Vittorio Erba
,
Emanuele Troiani
,
Florent Krzakala
,
Lenka Zdeborová
Submitted to ICLR 2026
Readers:
Everyone
Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime
Leonardo Defilippis
,
Yizhou Xu
,
Julius Girardin
,
Vittorio Erba
,
Emanuele Troiani
,
Lenka Zdeborová
,
Bruno Loureiro
,
Florent Krzakala
ICLR 2026 Oral
Readers:
Everyone
Dataset Distillation for Memorized Data: Soft Labels can Leak Held-Out Teacher Knowledge
Freya Behrens
,
Lenka Zdeborova
MOSS@ICML2025 Oral
Readers:
Everyone
Bayes optimal learning of attention-indexed models
Fabrizio Boncoraglio
,
Emanuele Troiani
,
Vittorio Erba
,
Lenka Zdeborova
HiLD at ICML 2025 Oral
Readers:
Everyone
View all 256 publications
Co-Authors
Aaditya Ramdas
Abolfazl Ramezanpour
Adrien Vandenbroucque
Ahmed El Alaoui
Alaa Saade
Alejandro Lage Castellanos
Alessandro Ingrosso
Alessandro Pacco
Alfredo Braunstein
Alia Abbara
Alice Guionnet
Allan Sly
Amin Coja-Oghlan
Andre Manoel
Andrea Brambilla
Andrea Montanari
Andrea Sportiello
Andrew M. Saxe
Andrey Y. Lokhov
Anna Paola Muntoni
Anshul Toshniwal
Antoine Baker
Antoine Maillard
Aurelien Decelle
Ayaka Sakata
View all 151 co-authors