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11/25/2021
Characteristic Neural Ordinary Differential Equations
We propose Characteristic Neural Ordinary Differential Equations (C-NODE...
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02/22/2021
Generative Archimedean Copulas
We propose a new generative modeling technique for learning multidimensi...
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02/17/2021
Deep Extreme Value Copulas for Estimation and Sampling
We propose a new method for modeling the distribution function of high d...
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07/12/2020
Fisher Auto-Encoders
It has been conjectured that the Fisher divergence is more robust to mod...
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06/11/2020
Improved Design of Quadratic Discriminant Analysis Classifier in Unbalanced Settings
The use of quadratic discriminant analysis (QDA) or its regularized vers...
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04/19/2019
Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data
This paper carries out a large dimensional analysis of a variation of ke...
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11/01/2017