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01/09/2023
Compress-and-Forward via Multilevel Coding and Trellis Coded Quantization
Compress-forward (CF) relays can improve communication rates even when t...
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06/03/2022
Out-of-Distribution Detection using BiGAN and MDL
We consider the following problem: we have a large dataset of normal dat...
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10/02/2021
Graph Compression with Application to Model Selection
Many multivariate data such as social and biological data exhibit comple...
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02/04/2021
Graph Coding for Model Selection and Anomaly Detection in Gaussian Graphical Models
A classic application of description length is for model selection with ...
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09/18/2020
Bounds for Learning Lossless Source Coding
This paper asks a basic question: how much training is required to beat ...
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02/13/2019
Differential Description Length for Hyperparameter Selection in Machine Learning
This paper introduces a new method for model selection and more generall...
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04/06/2018