Lenka Zdeborová

Machine learning and the physical sciences

Giuseppe Carleo, K. Cranmer, Laurent Daudet et al. · Reviews of Modern Physics · 2019 · 2.4K citations · Full text

Computing, Computer Science, Physics +5

Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications

Aurélien Decelle, Florent Krząkała, Cristopher Moore et al. · Physical Review E · 2011 · 780 citations · Full text

Engineering, Biology, Biological Systems Modeling +16

Spectral redemption in clustering sparse networks

Florent Krząkała, Cristopher Moore, Elchanan Mossel et al. · Proceedings of the National Academy of Sciences · 2013 · 657 citations · Full text

Business, Sociology, Collective Behavior +14

Gibbs states and the set of solutions of random constraint satisfaction problems

Florent Krząkała, Andrea Montanari, Federico Ricci‐Tersenghi et al. · Proceedings of the National Academy of Sciences · 2007 · 548 citations · Full text

Computing, Computer Science, Mathematics +17

Statistical physics of inference: thresholds and algorithms

Lenka Zdeborová, Florent Krząkała · Advances In Physics · 2016 · 424 citations · Full text

Natural Sciences, Computer Science, Physics +14