DEFENCE OF THE DOCTORAL DISSERTATION BY ANA KOSTOVSKA

Defence of the Doctoral Dissertation by Ana Kostovska

IPS invites you to the Defence of the Doctoral Dissertation by Ana Kostovska titled: Representing and Exploiting Benchmarking Data for Optimisation and Learning. The defence will take place on Friday, 14 March 2025, at 11:00 a.m. at the Electronics lecture room (38/39, 1st floor, Teslova 30, Ljubljana). You can also join the defence via the following link: https://us02web.zoom.us/j/82708345182?pwd=D60W7RvapGBFlPptl3aH1lb0CWUaQe.1, Meeting ID: 827 0834 5182, Passcode: 511477.

Short summary:

This dissertation addresses challenges in Machine Learning and Black-Box Optimization by advocating for ontologies to formalize benchmarking data. It develops ontology-based approaches to enhance data interoperability and introduces novel methodologies for algorithm selection, performance prediction, and insights into algorithm behavior.

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