Kincaid MacDonald

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

High Dimensions

High Dimensional Data Sets

Dimensionality Reduction

Dimensional Data

Top Venues

IEEE Trans. Signal Process.

Publications

Alexander Tong, Frederik Wenkel, Dhananjay Bhaskar, Kincaid MacDonald, Jackson D. Grady, Michael Perlmutter, Smita Krishnaswamy, Guy Wolf
Learnable Filters for Geometric Scattering Modules. IEEE Trans. Signal Process. 72 (2024)
Kincaid MacDonald, Dhananjay Bhaskar, Guy Thampakkul, Nhi Nguyen, Joia Zhang, Michael Perlmutter, Ian Adelstein, Smita Krishnaswamy
A Flow Artist for High-Dimensional Cellular Data. CoRR (2023)
Kincaid MacDonald, Dhananjay Bhaskar, Guy Thampakkul, Nhi Nguyen, Joia Zhang, Michael Perlmutter, Ian Adelstein, Smita Krishnaswamy
A Flow Artist for High-Dimensional Cellular Data. MLSP (2023)
Dhananjay Bhaskar, Kincaid MacDonald, Oluwadamilola Fasina, Dawson Thomas, Bastian Rieck, Ian Adelstein, Smita Krishnaswamy
Diffusion Curvature for Estimating Local Curvature in High Dimensional Data. NeurIPS (2022)
Alexander Tong, Frederik Wenkel, Dhananjay Bhaskar, Kincaid MacDonald, Jackson D. Grady, Michael Perlmutter, Smita Krishnaswamy, Guy Wolf
Learnable Filters for Geometric Scattering Modules. CoRR (2022)
Dhananjay Bhaskar, Kincaid MacDonald, Oluwadamilola Fasina, Dawson Thomas, Bastian Rieck, Ian Adelstein, Smita Krishnaswamy
Diffusion Curvature for Estimating Local Curvature in High Dimensional Data. CoRR (2022)
Alexander Tong, Guillaume Huguet, Amine Natik, Kincaid MacDonald, Manik Kuchroo, Ronald R. Coifman, Guy Wolf, Smita Krishnaswamy
Diffusion Earth Mover's Distance and Distribution Embeddings. ICML (2021)
Alexander Tong, Frederick Wenkel, Kincaid MacDonald, Smita Krishnaswamy, Guy Wolf
Data-Driven Learning of Geometric Scattering Modules for GNNs. MLSP (2021)
Alexander Tong, Guillaume Huguet, Amine Natik, Kincaid MacDonald, Manik Kuchroo, Ronald R. Coifman, Guy Wolf, Smita Krishnaswamy
Diffusion Earth Mover's Distance and Distribution Embeddings. CoRR (2021)
Alexander Tong, Frederik Wenkel, Kincaid MacDonald, Smita Krishnaswamy, Guy Wolf
Data-Driven Learning of Geometric Scattering Networks. CoRR (2020)