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Iñigo Urteaga

Variational Shapley Network: A Probabilistic Approach to Self-Explaining Shapley values with Uncertainty Quantification

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Feb 06, 2024
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A Coreset-based, Tempered Variational Posterior for Accurate and Scalable Stochastic Gaussian Process Inference

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Nov 02, 2023
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Multi-armed bandits for online optimization of language model pre-training: the use case of dynamic masking

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Mar 24, 2022
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A generative, predictive model for menstrual cycle lengths that accounts for potential self-tracking artifacts in mobile health data

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Mar 16, 2021
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Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics

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Aug 27, 2019
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Phenotyping Endometriosis through Mixed Membership Models of Self-Tracking Data

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Nov 06, 2018
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(Sequential) Importance Sampling Bandits

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Aug 29, 2018
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Nonparametric Gaussian mixture models for the multi-armed contextual bandit

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Aug 08, 2018
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Bayesian bandits: balancing the exploration-exploitation tradeoff via double sampling

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Aug 08, 2018
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Variational inference for the multi-armed contextual bandit

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Aug 08, 2018
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