Search Results for author: Tomasz Maszczyk

Found 2 papers, 0 papers with code

AVATAR -- Machine Learning Pipeline Evaluation Using Surrogate Model

no code implementations30 Jan 2020 Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-Andre Zöller, Bogdan Gabrys

The evaluation of machine learning (ML) pipelines is essential during automatic ML pipeline composition and optimisation.

BIG-bench Machine Learning

Support Feature Machines

no code implementations28 Jan 2019 Tomasz Maszczyk, Włodzisław Duch

Support Vector Machines (SVMs) with various kernels have played dominant role in machine learning for many years, finding numerous applications.

BIG-bench Machine Learning

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