ENTITY
Panagiotis Krokidas
Panagiotis Krokidas
PulseAugur coverage of Panagiotis Krokidas — every cluster mentioning Panagiotis Krokidas across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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Active learning refines Bayesian optimization for faster materials discovery
Researchers have developed a new framework that combines active learning with multi-objective Bayesian optimization to improve the efficiency of materials discovery. This approach refines the design space by adaptively …
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New FruBO framework prioritizes computational efficiency in Bayesian Optimization
Researchers have introduced FruBO, a new framework for Bayesian Optimization that prioritizes computational efficiency alongside performance. Their study, which benchmarked Gaussian Processes, Random Forests, NGBoost, a…