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Andrew D. Mcrae
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8
Nonconvex landscapes for
\mathbf{Z}_2
synchronization and graph clustering are benign near exact recovery thresholds
18 July 2024 by
Andrew Mcrae
and
others
at
École Polytechnique Fédérale De Lausanne
Optimization and Control
,
Statistics Theory
Synchronization on circles and spheres with nonlinear interactions
28 May 2024 by
Christopher Criscitiello
and
others
Optimization and Control
,
Machine Learning
Low solution rank of the matrix LASSO under RIP with consequences for rank-constrained algorithms
19 April 2024 by
Andrew Mcrae
Optimization and Control
,
Statistics Theory
Benign landscapes of low-dimensional relaxations for orthogonal synchronization on general graphs
8 February 2024 by
Andrew Mcrae
and
Nicolas Boumal
at
École Polytechnique Fédérale De Lausanne
Optimization and Control
Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning
8 September 2023 by
Austin Xu
and
others
Machine Learning
,
Artificial Intelligence
New Equivalences Between Interpolation and SVMs: Kernels and Structured Features
3 May 2023 by
Chiraag Kaushik
and
others
Machine Learning
Optimal convex lifted sparse phase retrieval and PCA with an atomic matrix norm regularizer
26 September 2022 by
Andrew Mcrae
and
others
Statistics Theory
Harmless interpolation in regression and classification with structured features
21 February 2022 by
Andrew Mcrae
and
others
Machine Learning
,
Statistics Theory
Low-rank matrix completion and denoising under Poisson noise
30 April 2020 by
Andrew Mcrae
and
Mark Davenport
Machine Learning
,
Statistics Theory
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Topics
Machine Learning
Statistics Theory
Optimization and Control
Information Theory
Dynamical Systems
Artificial Intelligence