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1908.08961
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Pareto-optimal data compression for binary classification tasks
23 August 2019
Max Tegmark
Tailin Wu
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Papers citing
"Pareto-optimal data compression for binary classification tasks"
5 / 5 papers shown
Understanding Encoder-Decoder Structures in Machine Learning Using Information Measures
Jorge F. Silva
Victor Faraggi
Camilo Ramírez
Álvaro F. Egaña
Eduardo Pavez
226
3
0
30 May 2024
Pareto-optimal clustering with the primal deterministic information bottleneck
Andrew K. Tan
Max Tegmark
I. Chuang
149
4
0
05 Apr 2022
Studying the Interplay between Information Loss and Operation Loss in Representations for Classification
Jorge F. Silva
Felipe A. Tobar
Mario L. Vicuna
Felipe Cordova
208
2
0
30 Dec 2021
Intelligence, physics and information -- the tradeoff between accuracy and simplicity in machine learning
Tailin Wu
470
2
0
11 Jan 2020
Phase Transitions for the Information Bottleneck in Representation Learning
International Conference on Learning Representations (ICLR), 2020
Tailin Wu
Ian S. Fischer
DRL
290
31
0
07 Jan 2020
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