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05/25/2022
Surprises in adversarially-trained linear regression
State-of-the-art machine learning models can be vulnerable to very small...
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05/12/2022
Probabilistic Estimation of Chirp Instantaneous Frequency Using Gaussian Processes
We present a probabilistic approach for estimating chirp signal and its ...
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03/31/2020
Deep State Space Models for Nonlinear System Identification
An actively evolving model class for generative temporal models develope...
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05/02/2019
On the Smoothness of Nonlinear System Identification
New light is shed onto optimization problems resulting from prediction e...
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04/02/2019
Automatic Diagnosis of the Short-Duration 12-Lead ECG using a Deep Neural Network: the CODE Study
We present a Deep Neural Network (DNN) model for predicting electrocardi...
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08/25/2017
