Florent Krzakala
~Florent_Krzakala1
10
论文总数
5.0
年均投稿
平均评分
接收情况9/10
会议分布
NeurIPS
7
ICLR
2
ICML
1
发表论文 (10 篇)
20256 篇
3
Learning with Restricted Boltzmann Machines: Asymptotics of AMP and GD in High Dimensions
NeurIPS 2025Poster
5
The Computational Advantage of Depth in Learning High-Dimensional Hierarchical Targets
NeurIPS 2025Spotlight
4
Fundamental limits of learning in sequence multi-index models and deep attention networks: high-dimensional asymptotics and sharp thresholds
ICML 2025Poster
4
Optimal Spectral Transitions in High-Dimensional Multi-Index Models
NeurIPS 2025Poster
4
The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks
NeurIPS 2025Poster
4
Asymptotics of SGD in Sequence-Single Index Models and Single-Layer Attention Networks
NeurIPS 2025Poster
20244 篇
3
Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity
ICLR 2024Poster
-
How Two-Layer Networks Learn, One (Giant) Step at a Time
ICLR 2024Rejected
3
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention
NeurIPS 2024Spotlight
4
Bayes-optimal learning of an extensive-width neural network from quadratically many samples
NeurIPS 2024Poster