ติดตาม
Andrew D. McRae
Andrew D. McRae
Postdoc, EPFL
ยืนยันอีเมลแล้วที่ epfl.ch - หน้าแรก
ชื่อ
อ้างโดย
อ้างโดย
ปี
Low-rank matrix completion and denoising under Poisson noise
AD McRae, MA Davenport
Information and Inference: A Journal of the IMA 10 (2), 697-720, 2021
292021
Harmless interpolation in regression and classification with structured features
AD McRae, S Karnik, M Davenport, VK Muthukumar
International Conference on Artificial Intelligence and Statistics, 5853-5875, 2022
152022
Optimal convex lifted sparse phase retrieval and PCA with an atomic matrix norm regularizer
AD McRae, J Romberg, MA Davenport
IEEE Transactions on Information Theory 69 (3), 1866-1882, 2023
122023
Sample complexity and effective dimension for regression on manifolds
A McRae, J Romberg, M Davenport
Advances in Neural Information Processing Systems 33, 12993-13004, 2020
112020
New Equivalences between Interpolation and SVMs: Kernels and Structured Features
C Kaushik, AD McRae, M Davenport, V Muthukumar
SIAM Journal on Mathematics of Data Science 6 (3), 761-787, 2024
72024
Benign landscapes of low-dimensional relaxations for orthogonal synchronization on general graphs
AD McRae, N Boumal
SIAM Journal on Optimization 34 (2), 1427-1454, 2024
72024
Synchronization on circles and spheres with nonlinear interactions
C Criscitiello, Q Rebjock, AD McRae, N Boumal
arXiv preprint arXiv:2405.18273, 2024
42024
Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning
A Xu, A McRae, J Wang, M Davenport, A Pananjady
Advances in Neural Information Processing Systems 36, 2023
32023
Nonconvex landscapes for synchronization and graph clustering are benign near exact recovery thresholds
AD McRae, P Abdalla, AS Bandeira, N Boumal
arXiv preprint arXiv:2407.13407, 2024
2024
Low solution rank of the matrix LASSO under RIP with consequences for rank-constrained algorithms
AD McRae
arXiv preprint arXiv:2404.12828, 2024
2024
Delta Distancing: A Lifting Approach to Localizing Items from User Comparisons
AD McRae, A Xu, J Jin, N Nadagouda, N Ahad, P Guan, S Karnik, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
2022
Structured Statistical Estimation via Optimization
AD Mcrae
Georgia Institute of Technology, 2022
2022
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