Search Results for author: Marina Sapir

Found 3 papers, 0 papers with code

Logic of Machine Learning

no code implementations16 Jun 2020 Marina Sapir

I propose a new, logical, foundation for ML.

Learnable: Theory vs Applications

no code implementations27 Jul 2018 Marina Sapir

Two different views on machine learning problem: Applied learning (machine learning with business applications) and Agnostic PAC learning are formalized and compared here.

Optimal choice: new machine learning problem and its solution

no code implementations26 Jun 2017 Marina Sapir

The task of learning to pick a single preferred example out a finite set of examples, an "optimal choice problem", is a supervised machine learning problem with complex, structured input.

Learning Theory

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