Publications
See also my Google Scholar profile.
Preprints
- A. D. McRae, P. Abdalla, A. S. Bandeira, and N. Boumal,
Nonconvex landscapes for Z2 synchronization and graph clustering are benign near exact recovery thresholds,
2024 - C. Criscitiello, Q. Rebjock, A. D. McRae, and N. Boumal,
Synchronization on circles and spheres with nonlinear interactions,
2024 - A. D. McRae,
Low solution rank of the matrix LASSO under RIP with consequences for rank-constrained algorithms,
2024
Journal publications
- C. Kaushik, A. D. McRae, M. Davenport, and V. Muthukumar,
New Equivalences between Interpolation and SVMs: Kernels and Structured Features,
SIAM Journal on Mathematics of Data Science 6(3), 2024 (arXiv) - A. D. McRae and N. Boumal,
Benign Landscapes of Low-Dimensional Relaxations for Orthogonal Synchronization on General Graphs,
SIAM Journal on Optimization 34(2), 2024 (arXiv) - A. D. McRae, J. Romberg, and M. A. Davenport,
Optimal convex lifted sparse phase retrieval and PCA with an atomic matrix norm regularizer,
IEEE Transactions on Information Theory 69(3), 2023 (arXiv) - A. D. McRae and M. A. Davenport,
Low-rank matrix completion and denoising under Poisson noise,
Information and Inference 10(2), 2021 (arXiv)
Conference publications
- A. Xu, A. D. McRae, J. Wang, M. A. Davenport, and A. Pananjady,
Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning,
NeurIPS 2023 (arXiv) - A. D. McRae, A. Xu, J. Jin, N. Nadagouda, N. Ahad, P. Guan, S. Karnik, and M. A. Davenport,
Delta Distancing: A Lifting Approach to Localizing Items From User Comparisons,
ICASSP 2022 (ungated) - A. D. McRae, S. Karnik, M. A. Davenport, and V. Muthukumar,
Harmless interpolation in regression and classification with structured features,
AISTATS 2022 (arXiv) - A. D. McRae, J. Romberg, and M. A. Davenport,
Sample complexity and effective dimension for regression on manifolds,
NeurIPS 2020 (arXiv)
Thesis
- A. D. McRae, Structured Statistical Estimation via Optimization, Ph.D. thesis, 2022 (local copy)