Holger Hoos
@HolgerHoos
Alexander von Humboldt Professor of AI at RWTH Aachen; Professor of Machine Learning at Leiden University; Adjunct Professor at University of British Columbia
ID:309278471
http://hoos.ca 01-06-2011 20:44:40
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New paper online! Sparkle: Towards Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems. It's open access, so feel doubly free to take a look: ieeexplore.ieee.org/document/99202… work with Holger Hoos, Chuan Luo and Jeroen Rook
Holger Hoos Jeroen Rook We discuss (a) the need for meta-algorithms (e.g., algorithm configuration and selection) to accurately measure + improve the state of the art for many problems; (b) how they are complex to use; and (c) our tool Sparkle that aims to improve their accessibility for non-experts.
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How can #AutoML benefit #EO research? We're writing about it on our blog. Read our first post on our research on #NeuralArchitectureSearch for #satelliteimagery at ADA research group @liacs here: adaresearch.wordpress.com/2022/10/05/aut…
Another great presentation by ADA research group Leiden Computer Science PhD student Matthias König, on our work on Speeding up neural network robustness verification via algorithm configuration and an optimised mixed integer linear programming solver portfolio Holger Hoos See: link.springer.com/article/10.100…
What does AutoML need for creating accurate COVID-19 forecasting models? Jaco Tetterroo, Holger Hoos and I studied global open mobility and mortality datasets and showed how concept drift adaptation strategies can help creating forecasting models for this challenging problem.