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Edgar A. Bernal

Manifold Regularization for Memory-Efficient Training of Deep Neural Networks

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May 26, 2023
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Training Deep Normalizing Flow Models in Highly Incomplete Data Scenarios with Prior Regularization

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Apr 03, 2021
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Machine learning the real discriminant locus

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Jun 24, 2020
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MCFlow: Monte Carlo Flow Models for Data Imputation

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Mar 27, 2020
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Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis

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Mar 28, 2019
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Towards Robust Deep Neural Networks

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Oct 27, 2018
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The Loss Surface of XOR Artificial Neural Networks

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Apr 06, 2018
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Deep Multimodal Representation Learning from Temporal Data

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Apr 11, 2017
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