Eugenio Clerico
7 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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(3)
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Cross-Pollinator
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Keyword Pioneer
Conferences
AISTATS (3)
ALT (3)
COLT (1)
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Keywords
generalization bound
(2)
stochastic gradient descent
(1)
supervised learning
(1)
neural network optimization
(1)
gaussian process
(1)
mutual information
(1)
surrogate loss
(1)
pac-bayesian bound
(1)
deep neural network
(1)
infinite width
(1)
stochastic neural network
(1)
classification task
(1)
gradient propagation
(1)
resnet architecture
(1)
generalisation bound
(1)
neural network
(1)
chaining technique
(1)
infinite depth limit
(1)
wasserstein distance
(1)
pac-bayesian training
(1)
Papers
Generalization bounds for mixing processes via delayed online-to-PAC conversions
ALT 2025
Generalisation under gradient descent via deterministic PAC-Bayes
ALT 2025
Online-to-PAC generalization bounds under graph-mixing dependencies
AISTATS 2025
Wide stochastic networks: Gaussian limit and PAC-Bayesian training
ALT 2023
Conditionally Gaussian PAC-Bayes
AISTATS 2022
Chained generalisation bounds
COLT 2022
Stable ResNet
AISTATS 2021