Fabio Pasqualetti
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (19) π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
π
Conference Pioneer
Conferences
AAAI (2)
L4DC (2)
NIPS (1)
Top co-authors
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
Stochastic Contextual Bandits with Long Horizon Rewards
AAAI 2023
Learning on Manifolds: Universal Approximations Properties using Geometric Controllability Conditions for Neural ODEs
L4DC 2023
Lipschitz Bounds and Provably Robust Training by Laplacian Smoothing
NIPS 2020
On the Robustness of Data-Driven Controllers for Linear Systems
L4DC 2020