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Melanie F. Pradier

AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires

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Apr 26, 2023
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Repairing Neural Networks by Leaving the Right Past Behind

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Jul 11, 2022
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Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise as much as Possible

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Jan 13, 2021
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Towards Expressive Priors for Bayesian Neural Networks: Poisson Process Radial Basis Function Networks

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Dec 12, 2019
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Output-Constrained Bayesian Neural Networks

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May 15, 2019
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Unsupervised Extraction of Phenotypes from Cancer Clinical Notes for Association Studies

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May 03, 2019
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Projected BNNs: Avoiding weight-space pathologies by learning latent representations of neural network weights

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Dec 03, 2018
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Sparse Three-parameter Restricted Indian Buffet Process for Understanding International Trade

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Jun 29, 2018
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General Latent Feature Models for Heterogeneous Datasets

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Mar 08, 2018
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General Latent Feature Modeling for Data Exploration Tasks

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Jul 26, 2017
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