Fabio Pasqualetti
5 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
adversarial perturbation
(2)
adversarial robustness
(1)
manifold learning
(1)
sample complexity
(1)
universal approximation
(1)
probability density
(1)
score matching
(1)
regret bound
(1)
diffusion model
(1)
contextual bandit
(1)
neural ordinary differential equation
(1)
linear bandit
(1)
sparse reward
(1)
linear system
(1)
temporal dependency
(1)
fokker-planck equation
(1)
laplacian smoothing
(1)
sample-efficient learning
(1)
robust training
(1)
robustness analysis
(1)
Papers
A Score-Based Deterministic Diffusion Algorithm with Smooth Scores for General Distributions
AAAI 2024
Learning on Manifolds: Universal Approximations Properties using Geometric Controllability Conditions for Neural ODEs
L4DC 2023
Stochastic Contextual Bandits with Long Horizon Rewards
AAAI 2023
Lipschitz Bounds and Provably Robust Training by Laplacian Smoothing
NeurIPS 2020
On the Robustness of Data-Driven Controllers for Linear Systems
L4DC 2020