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05/16/2023
Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs
We present a one-shot method for compressing large labeled graphs called...
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10/13/2022
Action Matching: A Variational Method for Learning Stochastic Dynamics from Samples
Stochastic dynamics are ubiquitous in many fields of science, from the e...
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07/15/2021
Compressing Multisets with Large Alphabets
Current methods that optimally compress multisets are not suitable for h...
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02/22/2021
Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding
Latent variable models have been successfully applied in lossless compre...
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07/29/2020
Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes
ICD coding from electronic clinical records is a manual, time-consuming ...
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10/02/2019