Deep Kernel Learning
PulseAugur coverage of Deep Kernel Learning — every cluster mentioning Deep Kernel Learning across labs, papers, and developer communities, ranked by signal.
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New Bayesian Optimization Method Adapts Circuit Representations for Faster Search
Researchers have developed a new Bayesian optimization framework called TTARO, designed to improve the efficiency of analog circuit topology search. TTARO adapts circuit representations in real-time during the optimizat…
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AI discovers new material processing protocols using evolutionary search
Researchers have developed a novel closed-loop workflow that combines evolutionary search with uncertainty-aware deep kernel learning to discover new processing protocols for materials. This method was applied to ferroe…
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Deep Kernel Learning stratifies glaucoma patient risk trajectories using EHR data
Researchers have developed a new deep kernel learning architecture to help stratify glaucoma patient risk using electronic health records. The model employs a transformer-based feature extractor with clinical-BERT embed…