E-Dissertationen: Browsing E-Dissertationen by Author "Gärtner, Thomas"
Now showing items 1-5 of 5
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Black-Box Parallelization for Machine Learning
Kamp, Michael (2019-10-30)The landscape of machine learning applications is changing rapidly: large centralized datasets are replaced by high volume, high velocity data streams generated by a vast number of geographically distributed, loosely ... -
Constructive Approximation and Learning by Greedy Algorithms
Oglic, Dino (2018-09-06)This thesis develops several kernel-based greedy algorithms for different machine learning problems and analyzes their theoretical and empirical properties. Greedy approaches have been extensively used in the past for ... -
Dynamic Difficulty Adjustment
Missura, Olana (2015-10-30)One of the challenges that a computer game developer faces when creating a new game is getting the difficulty right. Providing a game with an ability to automatically scale the difficulty depending on the current player ... -
Intuitive Exploration of Multivariate Data
Paurat, Daniel (2017-07-03)Approaching a dataset with an analysis question is usually not a trivial process. Apart from integrating, cleaning and pre-processing the data, typical issues are to generate and validate hypotheses, to understand which ... -
Multi-View Kernel Methods for Binding Affinity Prediction
Ullrich, Katrin (2021-09-27)In the present thesis, we focus on the potential and limits of multi-view regression techniques in the field of ligand affinity prediction. <br /> Multi-view learning (MVL) denotes machine learning approaches that utilise ...