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Farzana Nasrin
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2020 – today
- 2024
- [c2]Theodore Papamarkou, Tolga Birdal, Michael M. Bronstein, Gunnar E. Carlsson, Justin Curry, Yue Gao, Mustafa Hajij, Roland Kwitt, Pietro Lio, Paolo Di Lorenzo, Vasileios Maroulas, Nina Miolane, Farzana Nasrin, Karthikeyan Natesan Ramamurthy, Bastian Rieck, Simone Scardapane, Michael T. Schaub, Petar Velickovic, Bei Wang, Yusu Wang, Guo-Wei Wei, Ghada Zamzmi:
Position: Topological Deep Learning is the New Frontier for Relational Learning. ICML 2024 - [i5]Theodore Papamarkou, Tolga Birdal, Michael M. Bronstein, Gunnar E. Carlsson, Justin Curry, Yue Gao, Mustafa Hajij, Roland Kwitt, Pietro Liò, Paolo Di Lorenzo, Vasileios Maroulas, Nina Miolane, Farzana Nasrin, Karthikeyan Natesan Ramamurthy, Bastian Rieck
, Simone Scardapane, Michael T. Schaub, Petar Velickovic, Bei Wang, Yusu Wang, Guo-Wei Wei, Ghada Zamzmi:
Position Paper: Challenges and Opportunities in Topological Deep Learning. CoRR abs/2402.08871 (2024) - 2022
- [j5]Theodore Papamarkou
A random persistence diagram generator. Stat. Comput. 32(1) (2022) - 2021
- [j4]Adam Spannaus
Materials Fingerprinting Classification. Comput. Phys. Commun. 266: 108019 (2021) - [i4]Adam Spannaus, Kody J. H. Law, Piotr Luszczek, Farzana Nasrin, Cassie Putman Micucci, Peter K. Liaw, Louis Joseph Santodonato, David J. Keffer, Vasileios Maroulas:
Materials Fingerprinting Classification. CoRR abs/2101.05808 (2021) - [i3]Farzana Nasrin, Theodore Papamarkou, Vasileios Maroulas:
Random Persistence Diagram Generation. CoRR abs/2104.07737 (2021) - 2020
- [j3]Vasileios Maroulas
A Bayesian Framework for Persistent Homology. SIAM J. Math. Data Sci. 2(1): 48-74 (2020) - [i2]Vasileios Maroulas, Cassie Putman Micucci, Farzana Nasrin:
Bayesian Topological Learning for Classifying the Structure of Biological Networks. CoRR abs/2009.11974 (2020)
2010 – 2019
- 2019
- [c1]Farzana Nasrin, Christopher Oballe, David L. Boothe, Vasileios Maroulas
Bayesian Topological Learning for Brain State Classification. ICMLA 2019: 1247-1252 - [i1]Farzana Nasrin, Christopher Oballe, David L. Boothe, Vasileios Maroulas:
Bayesian Topological Learning for Brain State Classification. CoRR abs/1912.08348 (2019) - 2018
- [j2]Farzana Nasrin
Simultaneous Estimation of Corneal Topography, Pachymetry, and Curvature. IEEE Trans. Medical Imaging 37(11): 2463-2473 (2018) - 2017
- [j1]Ram V. Iyer
Smoothing Splines on Unit Ball Domains with Application to Corneal Topography. IEEE Trans. Medical Imaging 36(2): 518-526 (2017)
Coauthor Index
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