影响力指数

77.36/100

前 1.6%

全站排名 #1,061

发表论文11 篇

平均评分6.7

年均产出5.5 篇/年

Lenka Zdeborova

Associate Professor@Swiss Federal Institute of Technology Lausanne·瑞士·OpenReview

研究方向

theory of artificial neural networks · matrix factorization · compressed sensing · statistical inference · Bayesian inference · phase transitions · statistical physics · message passing algorithms

7.8

The Computational Advantage of Depth in Learning High-Dimensional Hierarchical Targets

NeurIPS 2025Spotlight

三作

7.8

Bayes optimal learning of attention-indexed models

NeurIPS 2025Poster

通讯

7.6

Learning with Restricted Boltzmann Machines: Asymptotics of AMP and GD in High Dimensions

NeurIPS 2025Poster

三作

6.8

Asymptotics of SGD in Sequence-Single Index Models and Single-Layer Attention Networks

NeurIPS 2025Poster

通讯

6.4

The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks

NeurIPS 2025Poster

三作

6.1

Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers

ICML 2025Poster

三作

5.8

Counting in small transformers: The delicate interplay between attention and feed-forward layers

ICLR 2025Rejected

三作

5.5

Fundamental limits of learning in sequence multi-index models and deep attention networks: high-dimensional asymptotics and sharp thresholds

ICML 2025Poster

通讯

6.7

A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention

NeurIPS 2024Spotlight

通讯

6.5

Bayes-optimal learning of an extensive-width neural network from quadratically many samples

NeurIPS 2024Poster

通讯

6.3

Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity

合作者 (16)