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Tyler Maunu
Tyler Maunu
Verified email at brandeis.edu
Title
Cited by
Cited by
Year
An overview of robust subspace recovery
G Lerman, T Maunu
Proceedings of the IEEE 106 (8), 1380-1410, 2018
1312018
Fast, robust and non-convex subspace recovery
G Lerman, T Maunu
Information and Inference: A Journal of the IMA 7 (2), 277-336, 2018
862018
Gradient descent algorithms for Bures-Wasserstein barycenters
S Chewi, T Maunu, P Rigollet, AJ Stromme
Conference on Learning Theory, 1276-1304, 2020
852020
A well-tempered landscape for non-convex robust subspace recovery
T Maunu, T Zhang, G Lerman
Journal of Machine Learning Research 20 (37), 1-59, 2019
632019
SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergence
S Chewi, T Le Gouic, C Lu, T Maunu, P Rigollet
Advances in Neural Information Processing Systems 33, 2098-2109, 2020
592020
Exponential ergodicity of mirror-Langevin diffusions
S Chewi, T Le Gouic, C Lu, T Maunu, P Rigollet, A Stromme
Advances in Neural Information Processing Systems 33, 19573-19585, 2020
472020
Score-based generative neural networks for large-scale optimal transport
M Daniels, T Maunu, P Hand
Advances in neural information processing systems 34, 12955-12965, 2021
422021
Robust subspace recovery with adversarial outliers
T Maunu, G Lerman
arXiv preprint arXiv:1904.03275, 2019
102019
Depth Descent Synchronization in
T Maunu, G Lerman
International journal of computer vision 131 (4), 968-986, 2023
6*2023
Bures-wasserstein barycenters and low-rank matrix recovery
T Maunu, T Le Gouic, P Rigollet
International Conference on Artificial Intelligence and Statistics, 8183-8210, 2023
42023
Stochastic and Private Nonconvex Outlier-Robust PCAs
T Maunu, C Yu, G Lerman
Mathematical and Scientific Machine Learning, 173-188, 2022
32022
Scalable cluster-consistency statistics for robust multi-object matching
Y Shi, S Li, T Maunu, G Lerman
2021 International Conference on 3D Vision (3DV), 352-360, 2021
32021
RETHINKING PRINCIPAL COMPONENT ANALYSIS (PCA) FOR MODERN DATA SETS: THEORY, ALGORITHMS, AND APPLICATIONS
I Johnstone, D Paul, L Balzano, Y Chi, YM Lu, H Zou, L Xue, SX Wu, ...
Proceedings of the IEEE 106 (8), 2018
32018
Acceleration and Implicit Regularization in Gaussian Phase Retrieval
T Maunu, M Molina-Fructuoso
arXiv preprint arXiv:2311.12888, 2023
2023
First-Order Algorithms for Optimization over Graph Laplacians
T Maunu
2023 International Conference on Sampling Theory and Applications (SampTA), 1-11, 2023
2023
A Framework for Nonconvex Robust Subspace Recovery
T Maunu
University of Minnesota, 2018
2018
A Model for the Origin of Spin half Para-magnetism in Fluorinated Graphene
P Aditya, A Suarez, T Maunu, DB Carrasco, J Sofo
APS March Meeting Abstracts 2013, F8. 008, 2013
2013
Correlated Percolation Model of Graphene Hydrogenation
A Suarez, T Maunu, JO Sofo
APS March Meeting Abstracts 2012, P34. 008, 2012
2012
The Geometry of Graph Projection, Interpolation, and Sketching
T Maunu
SIAM Conference on Mathematics of Data Science, 0
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Articles 1–19