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José Miguel Hernández-Lobato

Icebreaker: Element-wise Active Information Acquisition with Bayesian Deep Latent Gaussian Model

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Aug 14, 2019
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Bayesian Batch Active Learning as Sparse Subset Approximation

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Aug 06, 2019
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'In-Between' Uncertainty in Bayesian Neural Networks

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Jun 27, 2019
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A Model to Search for Synthesizable Molecules

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Jun 12, 2019
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A COLD Approach to Generating Optimal Samples

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May 23, 2019
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Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care

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May 07, 2019
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Deconfounding Reinforcement Learning in Observational Settings

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Dec 26, 2018
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Learning a Generative Model for Validity in Complex Discrete Structures

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Nov 02, 2018
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Successor Uncertainties: exploration and uncertainty in temporal difference learning

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Oct 15, 2018
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EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE

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Oct 12, 2018
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