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Welcome to Topology, Algebra, and Geometry in Data Science (TAG-DS). This site is intended to bring together researchers who are applying mathematical techniques to the rapidly growing field of data science. The three identified fields encompass more than 100-years of finely tuned machinery that may provide solutions or alternative posing of open problems faced by the data science communities. Through conference, workshop, and publishing venue development we hope to provide more awareness and opportunity to these innovative, mathematically-principled solutions.
Future TAG Events
Future TAG Events
Information coming soon
Past TAG Events
Past TAG Events
A Workshop at the Joint Math Meetings (JMM 2026), Seattle, WA, January 4, 2026
TAG Conference , San Diego, CA, December 1-2, 2026
A Workshop at the Joint Math Meetings (JMM 2025), Seattle, WA, January 8, 2025
A Workshop at the 40th International Conference on Machine Learning , Honolulu, HI, July 28th, 2023
A workshop at the Computer Vision and Pattern Recognition (CVPR) in Vancouver, Canada on June 18th, 2023
A Workshop at the Joint Math Meetings (JMM 2023), Boston, MA, January 5-6, 2023
A Workshop at the 39th International Conference on Machine Learning (ICML 2022), Baltimore, MD, July 22, 2022
A Workshop at the 10th Conference on Learning Representations (ICRL 2022), Virtual, April 29, 2022
A Workshop at the Joint Math Meetings (JMM 2022), Virtual, April 6, 2022
A Workshop at the IEEE International Conference on Big Data (IEEE BigData 2021), Virtual, December 15, 2021
A Workshop at the 31st International Conference on Computer Vision (ICCV 2021), Virtual, October 17, 2021
A Workshop at the Joint Math Meetings (JMM 2021), Virtual, January 6, 2021
A Workshop at the Joint Math Meetings (JMM 2021), Virtual, January 6, 2021
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