Linear discriminant initialization for feed-forward neural networks. - Marissa Masden; Dev Sinha (CoRR, 2020)

Local and global topological complexity measures OF ReLU neural network functions. - J. Elisenda Grigsby; Kathryn Lindsey; Marissa Masden (CoRR, 2022)

Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy. - Shoieb Ahmed Chowdhury; M. F. N. Taufique; Jing Wang; Marissa Masden; Madison Wenzlick; Ram Devanathan; Alan L. Schemer-Kohrn; Keerti Sahithi Kappagantula (CoRR, 2023)

ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain. - Guillermo Bernárdez; Lev Telyatnikov; Marco Montagna; Federica Baccini; Mathilde Papillon; Miquel Ferriol Galmés; Mustafa Hajij; Theodore Papamarkou; Maria Sofia Bucarelli; Olga Zaghen; Johan Mathe; Audun Myers; et al. (CoRR, 2024)

Embedded Graph Reconstruction under Hausdorff Noise. - Halley Fritze; Sushovan Majhi; Marissa Masden; Atish Mitra; Michael Stickney (CoRR, 2024)

Combinatorial Regularity for Relatively Perfect Discrete Morse Gradient Vector Fields of ReLU Neural Networks. - Robyn Brooks; Marissa Masden (CoRR, 2024)

Algorithmic Determination of the Combinatorial Structure of the Linear Regions of ReLU Neural Networks. - Marissa Masden (SIAM J. Appl. Algebra Geom., 2025)