Lenka Zdeborova
~Lenka_Zdeborova1
11
论文总数
5.5
年均投稿
平均评分
接收情况10/11
会议分布
NeurIPS
7
ICML
2
ICLR
2
发表论文 (11 篇)
20258 篇
3
Learning with Restricted Boltzmann Machines: Asymptotics of AMP and GD in High Dimensions
NeurIPS 2025Poster
4
The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks
NeurIPS 2025Poster
5
The Computational Advantage of Depth in Learning High-Dimensional Hierarchical Targets
NeurIPS 2025Spotlight
4
Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers
ICML 2025Poster
4
Counting in small transformers: The delicate interplay between attention and feed-forward layers
ICLR 2025Rejected
4
Bayes optimal learning of attention-indexed models
NeurIPS 2025Poster
4
Fundamental limits of learning in sequence multi-index models and deep attention networks: high-dimensional asymptotics and sharp thresholds
ICML 2025Poster
4
Asymptotics of SGD in Sequence-Single Index Models and Single-Layer Attention Networks
NeurIPS 2025Poster
20243 篇
3
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention
NeurIPS 2024Spotlight
3
Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity
ICLR 2024Poster
4
Bayes-optimal learning of an extensive-width neural network from quadratically many samples
NeurIPS 2024Poster