Kincaid MacDonald

PhD student, Computer Science, Princeton University

Joined

September 2020

Names

Kincaid MacDonald (Preferred)

Emails

****@yale.edu (Confirmed)

,

****@riddle.press (Confirmed)

,

****@princeton.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, Princeton University (princeton.edu)

2024 – 2029

Undergrad student

Yale University (yale.edu)

2018 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Geometry-Aware Generative Autoencoders for warped Riemannian metric learning and generative modeling on Data Manifolds
Xingzhi Sun, Danqi Liao, Kincaid MacDonald, Yanlei Zhang, Chen Liu, Guillaume Huguet, Guy Wolf, Ian Adelstein, Tim G. J. Rudner, Smita Krishnaswamy
- AISTATS 2025
- Readers: Everyone
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds
Xingzhi Sun, Danqi Liao, Kincaid MacDonald, Yanlei Zhang, Guillaume Huguet, Guy Wolf, Ian Adelstein, Tim G. J. Rudner, Smita Krishnaswamy
- AISTATS 2025 Poster
- Readers: Everyone
Geometry-Aware Autoencoders for Metric Learning and Generative Modeling on Data Manifolds
Xingzhi Sun, Danqi Liao, Kincaid MacDonald, Yanlei Zhang, Guillaume Huguet, Guy Wolf, Ian Adelstein, Tim G. J. Rudner, Smita Krishnaswamy
- ICML 2024 Workshop GRaM
- Readers: Everyone
Diffusion Curvature for Estimating Local Curvature in High Dimensional Data
Dhananjay Bhaskar, Kincaid MacDonald, Oluwadamilola Fasina, Dawson S Thomas, Bastian Rieck, Ian Adelstein, Smita Krishnaswamy
- Published: 31 Oct 2022, Last Modified: 12 Oct 2022
- NeurIPS 2022 Accept
- Readers: Everyone
Diffusion-Based Methods for Estimating Curvature in Data
Dhananjay Bhaskar, Kincaid MacDonald, Dawson Thomas, Sarah Zhao, Kisung You, Jennifer Paige, Yariv Aizenbud, Bastian Rieck, Ian M Adelstein, Smita Krishnaswamy
- Published: 25 Mar 2022, Last Modified: 05 May 2023
- GTRL 2022 Poster
- Readers: Everyone

Co-Authors