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06/15/2022
Machine Learning is Abduction Inference
Concept of Abduction with Gradated Contradictions is introduced here as ...
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06/16/2020
Toward Theory of Applied Learning. What is Machine Learning?
Various existing approaches to formalize machine learning (ML) problem a...
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Learnable: Theory vs Applications
Two different views on machine learning problem: Applied learning (machi...
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Optimal choice: new machine learning problem and its solution
The task of learning to pick a single preferred example out a finite set...
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Bias Plus Variance Decomposition for Survival Analysis Problems
Bias - variance decomposition of the expected error defined for regressi...
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