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06/01/2023
Is novelty predictable?
Machine learning-based design has gained traction in the sciences, most ...
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02/08/2022
Conformal prediction for the design problem
In many real-world deployments of machine learning, we use a prediction ...
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06/30/2021
Variational Refinement for Importance Sampling Using the Forward Kullback-Leibler Divergence
Variational Inference (VI) is a popular alternative to asymptotically ex...
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06/14/2020
Autofocused oracles for model-based design
Data-driven design is making headway into a number of application areas,...
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05/24/2019
