Andrew D. McRae

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Mark A. DavenportProfessor of Electrical & Computer Engineering, Georgia Institute of TechnologyVerified email at gatech.edu
Justin RombergProfessor of Electrical and Computer Engineering, Georgia Institute of TechnologyVerified email at ece.gatech.edu
Vidya MuthukumarGeorgia Institute of TechnologyVerified email at gatech.edu
Santhosh KarnikFixed-term Assistant Professor, CMSE, Michigan State UniversityVerified email at msu.edu
Austin XuGeorgia Institute of TechnologyVerified email at gatech.edu
Nicolas BoumalEcole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
Nauman AhadGeorgia Institute of TechnologyVerified email at gatech.edu
Namrata NadagoudaPhD student, Georgia Institute of TechnologyVerified email at gatech.edu
Peimeng GuanGeorgia Institute of TechnologyVerified email at gatech.edu
Ashwin PananjadyGeorgia Institute of TechnologyVerified email at gatech.edu
Jingyan WangGeorgia Institute of TechnologyVerified email at gatech.edu

Andrew D. McRae

Postdoc, EPFL

Verified email at epfl.ch - Homepage

Statistical inference Signal processing Machine learning Optimization


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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	21	2021
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	11	2022
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	11	2020
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, 2022	6	2022
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	1	2024
New Equivalences Between Interpolation and SVMs: Kernels and Structured Features C Kaushik, AD McRae, MA Davenport, V Muthukumar arXiv preprint arXiv:2305.02304, 2023	1	2023
Low solution rank of the matrix LASSO under RIP with consequences for rank-constrained algorithms AD McRae arXiv preprint arXiv:2404.12828, 2024		2024
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		2023
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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