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Fabio Pasqualetti

Predicting AI Agent Behavior through Approximation of the Perron-Frobenius Operator

Jun 04, 2024
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Denoising Diffusion-Based Control of Nonlinear Systems

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Feb 03, 2024
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Noise in the reverse process improves the approximation capabilities of diffusion models

Dec 14, 2023
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Fusing Multiple Algorithms for Heterogeneous Online Learning

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Dec 09, 2023
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Astrocytes as a mechanism for meta-plasticity and contextually-guided network function

Nov 10, 2023
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Learning on Manifolds: Universal Approximations Properties using Geometric Controllability Conditions for Neural ODEs

May 15, 2023
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Stochastic Contextual Bandits with Long Horizon Rewards

Feb 03, 2023
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Representation Learning for Context-Dependent Decision-Making

May 12, 2022
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Non-Stationary Representation Learning in Sequential Linear Bandits

Jan 13, 2022
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Taming Adversarial Robustness via Abstaining

Apr 06, 2021
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