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04/08/2021
Permutation Encoding for Text Steganography: A Short Tutorial
We explore a method of encoding secret messages using factoradic numberi...
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02/04/2021
Undecidability of Underfitting in Learning Algorithms
Using recent machine learning results that present an information-theore...
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10/12/2020
An Information-Theoretic Perspective on Overfitting and Underfitting
We present an information-theoretic framework for understanding overfitt...
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06/23/2020
Limits of Transfer Learning
Transfer learning involves taking information and insight from one probl...
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11/09/2019
The Bias-Expressivity Trade-off
Learning algorithms need bias to generalize and perform better than rand...
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07/13/2019
The Futility of Bias-Free Learning and Search
Building on the view of machine learning as search, we demonstrate the n...
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09/28/2016
The Famine of Forte: Few Search Problems Greatly Favor Your Algorithm
Casting machine learning as a type of search, we demonstrate that the pr...
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06/08/2015