Farzana Nasrin

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Randomly Distributed

Classification Rules

Bayesian Framework

Top Venues

IEEE Trans. Medical Imaging

SIAM J. Math. Data Sci.

Comput. Phys. Commun.

Publications

Theodore Papamarkou, Tolga Birdal, Michael Bronstein, Gunnar 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 (2024)
Theodore Papamarkou, Farzana Nasrin, Austin Lawson, Na Gong, Orlando Rios, Vasileios Maroulas
A random persistence diagram generator. Stat. Comput. 32 (1) (2022)
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 (2021)
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. Comput. Phys. Commun. 266 (2021)
Farzana Nasrin, Theodore Papamarkou, Vasileios Maroulas
Random Persistence Diagram Generation. CoRR (2021)
Vasileios Maroulas, Cassie Putman Micucci, Farzana Nasrin
Bayesian Topological Learning for Classifying the Structure of Biological Networks. CoRR (2020)
Vasileios Maroulas, Farzana Nasrin, Christopher Oballe
A Bayesian Framework for Persistent Homology. SIAM J. Math. Data Sci. 2 (1) (2020)
Farzana Nasrin, Christopher Oballe, David L. Boothe, Vasileios Maroulas
Bayesian Topological Learning for Brain State Classification. CoRR (2019)
Farzana Nasrin, Christopher Oballe, David L. Boothe, Vasileios Maroulas
Bayesian Topological Learning for Brain State Classification. ICMLA (2019)
Farzana Nasrin, Ram V. Iyer, Steven M. Mathews
Simultaneous Estimation of Corneal Topography, Pachymetry, and Curvature. IEEE Trans. Medical Imaging 37 (11) (2018)
Ram V. Iyer, Farzana Nasrin, E. See, Steven M. Mathews
Smoothing Splines on Unit Ball Domains with Application to Corneal Topography. IEEE Trans. Medical Imaging 36 (2) (2017)