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Alberto Bernacchia

Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds

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May 29, 2025
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Near-Optimal Sample Complexity in Reward-Free Kernel-Based Reinforcement Learning

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Feb 11, 2025
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Efficient Model Compression Techniques with FishLeg

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Dec 03, 2024
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Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization

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Nov 13, 2024
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Score Normalization for a Faster Diffusion Exponential Integrator Sampler

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Nov 10, 2023
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Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling

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Aug 10, 2023
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Image generation with shortest path diffusion

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Jun 01, 2023
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Sample Complexity of Kernel-Based Q-Learning

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Feb 01, 2023
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Delayed Feedback in Kernel Bandits

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Feb 01, 2023
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Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning

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Feb 08, 2022
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