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Adaptive Euclidean maps for histograms: generalized Aitchison embeddings.

, and . Mach. Learn., 99 (2): 169-187 (2015)

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LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport., , , , , and . ECML/PKDD (1), volume 12975 of Lecture Notes in Computer Science, page 655-670. Springer, (2021)Safe Grid Search with Optimal Complexity., , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 4771-4780. PMLR, (2019)Scalable Unbalanced Sobolev Transport for Measures on a Graph., , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 8521-8560. PMLR, (2023)Tree-Sliced Wasserstein Distance on a System of Lines., , , , and . CoRR, (2024)Sliced Wasserstein with Random-Path Projecting Directions., , , and . ICML, OpenReview.net, (2024)Topological Bayesian Optimization with Persistence Diagrams., , , and . ECAI, volume 325 of Frontiers in Artificial Intelligence and Applications, page 1483-1490. IOS Press, (2020)Nonsmooth Implicit Differentiation for Machine-Learning and Optimization., , , and . NeurIPS, page 13537-13549. (2021)Design and implementation of a home automation system for smart grid applications., , , and . ICCE, page 538-539. IEEE, (2016)A Lightweight Block Validation Method for Resource-Constrained IoT Devices in Blockchain-Based Applications., and . WOWMOM, page 1-9. IEEE, (2019)Flow-based Alignment Approaches for Probability Measures in Different Spaces., , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3934-3942. PMLR, (2021)