Published in: LIPIcs, Volume 258, 39th International Symposium on Computational Geometry (SoCG 2023)
Luis Scoccola and Jose A. Perea. FibeRed: Fiberwise Dimensionality Reduction of Topologically Complex Data with Vector Bundles. In 39th International Symposium on Computational Geometry (SoCG 2023). Leibniz International Proceedings in Informatics (LIPIcs), Volume 258, pp. 56:1-56:18, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2023)
@InProceedings{scoccola_et_al:LIPIcs.SoCG.2023.56, author = {Scoccola, Luis and Perea, Jose A.}, title = {{FibeRed: Fiberwise Dimensionality Reduction of Topologically Complex Data with Vector Bundles}}, booktitle = {39th International Symposium on Computational Geometry (SoCG 2023)}, pages = {56:1--56:18}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-273-0}, ISSN = {1868-8969}, year = {2023}, volume = {258}, editor = {Chambers, Erin W. and Gudmundsson, Joachim}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.SoCG.2023.56}, URN = {urn:nbn:de:0030-drops-179068}, doi = {10.4230/LIPIcs.SoCG.2023.56}, annote = {Keywords: topological inference, dimensionality reduction, vector bundle, cocycle} }
Published in: LIPIcs, Volume 258, 39th International Symposium on Computational Geometry (SoCG 2023)
Luis Scoccola, Hitesh Gakhar, Johnathan Bush, Nikolas Schonsheck, Tatum Rask, Ling Zhou, and Jose A. Perea. Toroidal Coordinates: Decorrelating Circular Coordinates with Lattice Reduction. In 39th International Symposium on Computational Geometry (SoCG 2023). Leibniz International Proceedings in Informatics (LIPIcs), Volume 258, pp. 57:1-57:20, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2023)
@InProceedings{scoccola_et_al:LIPIcs.SoCG.2023.57, author = {Scoccola, Luis and Gakhar, Hitesh and Bush, Johnathan and Schonsheck, Nikolas and Rask, Tatum and Zhou, Ling and Perea, Jose A.}, title = {{Toroidal Coordinates: Decorrelating Circular Coordinates with Lattice Reduction}}, booktitle = {39th International Symposium on Computational Geometry (SoCG 2023)}, pages = {57:1--57:20}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-273-0}, ISSN = {1868-8969}, year = {2023}, volume = {258}, editor = {Chambers, Erin W. and Gudmundsson, Joachim}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.SoCG.2023.57}, URN = {urn:nbn:de:0030-drops-179073}, doi = {10.4230/LIPIcs.SoCG.2023.57}, annote = {Keywords: dimensionality reduction, lattice reduction, Dirichlet energy, harmonic, cocycle} }
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