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11/18/2022
Weighted Ensemble Self-Supervised Learning
Ensembling has proven to be a powerful technique for boosting model perf...
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02/17/2022
Augment with Care: Contrastive Learning for the Boolean Satisfiability Problem
Supervised learning can improve the design of state-of-the-art solvers f...
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02/22/2021
Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding
Latent variable models have been successfully applied in lossless compre...
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10/21/2019
Learning to Learn by Zeroth-Order Oracle
In the learning to learn (L2L) framework, we cast the design of optimiza...
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05/22/2019