Concepedia

Tobias Glasmachers

TG

30

Publications

1.2K

Citations

20

H-Index

2005

Active since

Affiliations

Ruhr University Bochum(Current)

University of Copenhagen

Ruhr West University of Applied Sciences

Dalle Molle Institute for Artificial Intelligence Research

Universitätsklinikum Knappschaftskrankenhaus Bochum

Tobias Glasmachers is an author at Ruhr University Bochum specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceArtificial IntelligencePattern RecognitionData MiningKnowledge DiscoverySystems EngineeringDeep Learning

Publications per year

2005–2023

30

Publications

30

Exponential natural evolution strategies

Tobias Glasmachers, Tom Schaul, Yi Sun et al. · 2010 · 194 citations · Full text

Artificial Intelligence, Natural Evolution Strategies, Differential Evolution +13

High dimensions and heavy tails for natural evolution strategies

Tom Schaul, Tobias Glasmachers, Jürgen Schmidhuber · 2011 · 138 citations

Artificial Intelligence, Natural Evolution Strategies, Engineering +17

Maximum-Gain Working Set Selection for SVMs

Tobias Glasmachers, Christian Igel · 2006 · 68 citations

Large Scale Black-Box Optimization by Limited-Memory Matrix Adaptation

Ilya Loshchilov, Tobias Glasmachers, Hans-Georg Beyer · IEEE Transactions on Evolutionary Computation · 2018 · 64 citations

Artificial Intelligence, Mathematical Programming, Numerical Analysis +16

A unified view on multi-class support vector classification

Ürün Doǧan, Tobias Glasmachers, Christian Igel · Research at the University of Copenhagen (University of Copenhagen) · 2016 · 63 citations · Full text

Engineering, Machine Learning, Support Vector Machine +16

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