The Manifold Scattering Transform for High-Dimensional Point Cloud Data. - Joyce A. Chew; Holly R. Steach; Siddharth Viswanath; Hau-Tieng Wu; Matthew J. Hirn; Deanna Needell; Matthew D. Vesely; Smita Krishnaswamy; Michael Perlmutter (TAG-ML, 2022)

Guided Semi-Supervised Non-Negative Matrix Factorization. - Pengyu Li; Christine Tseng; Yaxuan Zheng; Joyce A. Chew; Longxiu Huang; Benjamin Jarman; Deanna Needell (Algorithms, 2022)

Guided Semi-Supervised Non-negative Matrix Factorization on Legal Documents. - Pengyu Li; Christine Tseng; Yaxuan Zheng; Joyce A. Chew; Longxiu Huang; Benjamin Jarman; Deanna Needell (CoRR, 2022)

The Manifold Scattering Transform for High-Dimensional Point Cloud Data. - Joyce A. Chew; Holly R. Steach; Siddharth Viswanath; Hau-Tieng Wu; Matthew J. Hirn; Deanna Needell; Smita Krishnaswamy; Michael Perlmutter (CoRR, 2022)

Geometric Scattering on Measure Spaces. - Joyce A. Chew; Matthew J. Hirn; Smita Krishnaswamy; Deanna Needell; Michael Perlmutter; Holly R. Steach; Siddharth Viswanath; Hau-Tieng Wu (CoRR, 2022)

A Convergence Rate for Manifold Neural Networks. - Joyce A. Chew; Deanna Needell; Michael Perlmutter (CoRR, 2022)

Detecting and Mitigating Indirect Stereotypes in Word Embeddings. - Erin George; Joyce A. Chew; Deanna Needell (CoRR, 2023)

Curvature corrected tangent space-based approximation of manifold-valued data. - Willem Diepeveen; Joyce A. Chew; Deanna Needell (CoRR, 2023)

Manifold Filter-Combine Networks. - Joyce A. Chew; Edward De Brouwer; Smita Krishnaswamy; Deanna Needell; Michael Perlmutter (CoRR, 2023)

Directed Scattering for Knowledge Graph-Based Cellular Signaling Analysis. - Aarthi Venkat; Joyce A. Chew; Ferran Cardoso Rodriguez; Christopher J. Tape; Michael Perlmutter; Smita Krishnaswamy (ICASSP, 2024)

Convergence of Manifold Filter-Combine Networks. - David R. Johnson; Joyce A. Chew; Siddharth Viswanath; Edward De Brouwer; Deanna Needell; Smita Krishnaswamy; Michael Perlmutter (CoRR, 2024)

Curvature Corrected Nonnegative Manifold Data Factorization. - Joyce A. Chew; Willem Diepeveen; Deanna Needell (CoRR, 2025)