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Joachim Schreurs

Latent Space Exploration Using Generative Kernel PCA

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May 28, 2021
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Towards Deterministic Diverse Subset Sampling

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May 28, 2021
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Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial Networks

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Apr 27, 2021
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Determinantal Point Processes Implicitly Regularize Semi-parametric Regression Problems

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Nov 13, 2020
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Outlier detection in non-elliptical data by kernel MRCD

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Aug 05, 2020
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Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes

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Jul 07, 2020
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The Bures Metric for Taming Mode Collapse in Generative Adversarial Networks

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Jun 16, 2020
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Disentangled Representation Learning and Generation with Manifold Optimization

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Jun 12, 2020
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Diversity sampling is an implicit regularization for kernel methods

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Feb 20, 2020
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Robust Generative Restricted Kernel Machines using Weighted Conjugate Feature Duality

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Feb 04, 2020
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