Lenka Zdeborová
Scholar

Lenka Zdeborová

Google Scholar ID: gkCjy_UAAAAJ
EPFL, Switzerland
statistical physicslearning theoryphase transitionsdeep learninghigh-dimensional statistics
Citations & Impact
All-time
Citations
12,776
 
H-index
54
 
i10-index
132
 
Publications
20
 
Co-authors
158
list available
Resume (English only)
Research Experience
  • Head of the Statistical Physics of Computation Laboratory, focusing on viewing computational problems and algorithms as systems of many interacting elements, using tools from statistical physics and mathematics to describe and understand their behavior, performance, and limitations.
Background
  • Research interests include computational problems and associated algorithms in a broad range of areas, such as physics itself, machine learning (with deep neural networks), statistical inference, optimization, combinatorics, epidemic spreading, signal processing, etc.