Carlo Lucibello
6 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
mean field theory
(1)
variational inference
(1)
deep learning
(1)
neural network optimization
(1)
high-dimensional estimation
(1)
message passing
(1)
gradient descent
(1)
approximate message passing
(1)
protein sequence
(1)
protein design
(1)
phase retrieval
(1)
state evolution
(1)
gpu computing
(1)
score function
(1)
diffusion model
(1)
manifold hypothesis
(1)
flat minima
(1)
multiple sequence alignment
(1)
statistical physics
(1)
prior misspecification
(1)
Papers
Fast Uncovering of Protein Sequence Diversity from Structure
ICLR 2025
GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia
JMLR 2025
Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion
ICLR 2025
Entropic gradient descent algorithms and wide flat minima
ICLR 2021
Critical initialisation in continuous approximations of binary neural networks
ICLR 2020
Generalized Approximate Survey Propagation for High-Dimensional Estimation
ICML 2019