Publications per year
Publications per year
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Dive into the research topics where Georgios Arvanitidis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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A prior-based approximate latent Riemannian metric
Arvanitidis, G., Georgiev, B. & Scholkopf, B., 2022, Proceedings of the 25th International Conference on Artificial Intelligence and Statistics . International Machine Learning Society (IMLS), 25 p. (Proceedings of Machine Learning Research, Vol. 151).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile5 Downloads (Pure) -
Geometrically Enriched Latent Spaces
Arvanitidis, G., Hauberg, S. & Schoelkopf, B., 2021, Proceedings of the 24th International Conference on Artificial Intelligence and Statistics. International Machine Learning Society (IMLS), 10 p. (Proceedings of Machine Learning Research, Vol. 130).Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
Open AccessFile34 Downloads (Pure) -
Variational Autoencoders with Riemannian Brownian Motion Priors
Kalatzis, D., Eklund, D., Arvanitidis, G. & Hauberg, S., 2020, Proceedings of the 37th International Conference on Machine Learning. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), Vol. 119. p. 5020-5033Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile44 Downloads (Pure) -
Fast and Robust Shortest Paths on Manifolds Learned from Data
Arvanitidis, G., Hauberg, S., Hennig, P. & Schober, M., 2019, Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics. Microtome Publishing, Vol. 89. p. 1506-1515Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile40 Downloads (Pure) -
Geometrical Aspects of Manifold Learning
Arvanitidis, G., 2019, Technical University of Denmark. 162 p.Research output: Book/Report › Ph.D. thesis
Open AccessFile342 Downloads (Pure)
Projects
- 1 Finished
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Geometrical aspects of manifold learning
Arvanitidis, G., Hauberg, S., Hansen, L. K., Winther, O., Girolami, M. & Pfau, D.
Technical University of Denmark
01/12/2015 → 08/05/2019
Project: PhD
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