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Jorge F. Silva

Understanding Encoder-Decoder Structures in Machine Learning Using Information Measures

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May 30, 2024
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Fault Detection and Monitoring using an Information-Driven Strategy: Method, Theory, and Application

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May 06, 2024
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Gaussian process deconvolution

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May 09, 2023
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Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection

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Dec 05, 2022
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Studying the Interplay between Information Loss and Operation Loss in Representations for Classification

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Dec 30, 2021
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Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation

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Oct 27, 2021
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Shannon Entropy Estimation in $\infty$-Alphabets from Convergence Results

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Apr 02, 2018
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