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Daniel Sanz-Alonso

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Bayesian Optimization with Noise-Free Observations: Improved Regret Bounds via Random Exploration

Jan 30, 2024
Hwanwoo Kim, Daniel Sanz-Alonso

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Gaussian Process Regression under Computational and Epistemic Misspecification

Dec 14, 2023
Daniel Sanz-Alonso, Ruiyi Yang

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Reduced-Order Autodifferentiable Ensemble Kalman Filters

Jan 27, 2023
Yuming Chen, Daniel Sanz-Alonso, Rebecca Willett

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Non-Asymptotic Analysis of Ensemble Kalman Updates: Effective Dimension and Localization

Aug 05, 2022
Omar Al Ghattas, Daniel Sanz-Alonso

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Mathematical Foundations of Graph-Based Bayesian Semi-Supervised Learning

Jul 03, 2022
Nicolas García Trillos, Daniel Sanz-Alonso, Ruiyi Yang

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A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors

Nov 29, 2021
Shiv Agrawal, Hwanwoo Kim, Daniel Sanz-Alonso, Alexander Strang

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Auto-differentiable Ensemble Kalman Filters

Jul 19, 2021
Yuming Chen, Daniel Sanz-Alonso, Rebecca Willett

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Posterior Contraction Rates for Graph-Based Semi-Supervised Classification

Aug 26, 2020
Daniel Sanz-Alonso, Ruiyi Yang

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