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Website for the research community on Experimental Design and Active Learning in the Real World
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Modern Experimental Design and Active Learning in the Real World Experimental Design and Active Learning in the Real World Toggle navigation About (current) Reading Group Workshops NeurIPS 2023 ICML 2022 ICML 2020 Modern Experimental Design and Active Learning in the Real World This website aims to be a resource for researchers from academia and industry to understand major challenges, outline recent advances, and highlight promising future directions in the areas of real-world experimental design and active learning. We organize a workshop series and an online reading group . Overview Whether in robotics, protein design, or physical sciences, one often faces decisions regarding which data to collect or which experiments to perform. There is thus a pressing need for algorithms that make intelligent decisions about data collection processes that allow for data-efficient learning. Experimental design and activ...
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