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Picture for Charlotte Loh

Equivariant Contrastive Learning

Oct 28, 2021
Rumen Dangovski, Li Jing, Charlotte Loh, Seungwook Han, Akash Srivastava, Brian Cheung, Pulkit Agrawal, Marin Soljačić

* 17 pages, 5 figures 

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Surrogate- and invariance-boosted contrastive learning for data-scarce applications in science

Oct 15, 2021
Charlotte Loh, Thomas Christensen, Rumen Dangovski, Samuel Kim, Marin Soljacic

* 21 pages, 10 figures 

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Scalable and Flexible Deep Bayesian Optimization with Auxiliary Information for Scientific Problems

Apr 23, 2021
Samuel Kim, Peter Y. Lu, Charlotte Loh, Jamie Smith, Jasper Snoek, Marin Soljačić

* 18 pages, 12 figures 

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