Variational Characterizations of Local Entropy and Heat Regularization in Deep Learning
García Trillos, Nicolas, Kaplan, Zachary, Sanz-Alonso, Daniel
Published in Entropy (Basel, Switzerland) (20.05.2019)
Published in Entropy (Basel, Switzerland) (20.05.2019)
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Hierarchical ensemble Kalman methods with sparsity-promoting generalized gamma hyperpriors
Kim, Hwanwoo, Sanz-Alonso, Daniel, Strang, Alexander
Published in Foundations of data science (01.10.2023)
Published in Foundations of data science (01.10.2023)
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Journal Article
Iterative ensemble Kalman methods: A unified perspective with some new variants
Chada, Neil K., Chen, Yuming, Sanz-Alonso, Daniel
Published in Foundations of data science (01.09.2021)
Published in Foundations of data science (01.09.2021)
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Journal Article
Graph-based prior and forward models for inverse problems on manifolds with boundaries
Harlim, John, Jiang, Shixiao W, Kim, Hwanwoo, Sanz-Alonso, Daniel
Published in Inverse problems (01.03.2022)
Published in Inverse problems (01.03.2022)
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Journal Article