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ST John

Challenges in interpretability of additive models

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Apr 14, 2025
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Identifying latent state transition in non-linear dynamical systems

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Jun 06, 2024
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Nonparametric modeling of the composite effect of multiple nutrients on blood glucose dynamics

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Nov 06, 2023
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Thin and Deep Gaussian Processes

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Oct 17, 2023
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Beyond Intuition, a Framework for Applying GPs to Real-World Data

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Jul 17, 2023
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Practical Equivariances via Relational Conditional Neural Processes

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Jun 19, 2023
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Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions

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Jun 16, 2023
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Improving Hyperparameter Learning under Approximate Inference in Gaussian Process Models

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Jun 07, 2023
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Towards Improved Learning in Gaussian Processes: The Best of Two Worlds

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Nov 11, 2022
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Fantasizing with Dual GPs in Bayesian Optimization and Active Learning

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Nov 02, 2022
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