Antonio Sclocchi
4 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π§
Keyword Pioneer
π
Conference Polyglot
(2)
π
Cross-Pollinator
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ICML (3)
ICLR (1)
Top co-authors
Keywords
generalization error
(2)
feature learning
(1)
deep learning
(1)
neural network optimization
(1)
eigenvalue decomposition
(1)
kernel ridge regression
(1)
replica method
(1)
spectral bia
(1)
laplace kernel
(1)
lazy training
(1)
lazy training regime
(1)
stochastic gradient descent
(1)
phase diagram
(1)
Papers
Probing the Latent Hierarchical Structure of Data via Diffusion Models
ICLR 2025
How Compositional Generalization and Creativity Improve as Diffusion Models are Trained
ICML 2025
Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning
ICML 2023
Failure and success of the spectral bias prediction for Laplace Kernel Ridge Regression: the case of low-dimensional data
ICML 2022