Tyler Maunu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Polynomial Kernels

Outlier Removal

Imaging Artifacts

Top Venues

Publications

Tyler Maunu, Martin Molina-Fructuoso
Acceleration and Implicit Regularization in Gaussian Phase Retrieval. AISTATS (2024)
Tyler Maunu, Thibaut Le Gouic, Philippe Rigollet
Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery. AISTATS (2023)
Tyler Maunu, Martin Molina-Fructuoso
Acceleration and Implicit Regularization in Gaussian Phase Retrieval. CoRR (2023)
Tyler Maunu, Gilad Lerman
Depth Descent Synchronization in ${{\,\mathrm{\text {SO}}\,}}(D)$. Int. J. Comput. Vis. 131 (4) (2023)
Yunpeng Shi, Shaohan Li, Tyler Maunu, Gilad Lerman
Scalable Cluster-Consistency Statistics for Robust Multi-Object Matching. CoRR (2022)
Tyler Maunu, Chenyu Yu, Gilad Lerman
Stochastic and Private Nonconvex Outlier-Robust PCAs. MSML (2022)
Tyler Maunu, Chenyu Yu, Gilad Lerman
Stochastic and Private Nonconvex Outlier-Robust PCA. CoRR (2022)
Grady Daniels, Tyler Maunu, Paul Hand
Score-based Generative Neural Networks for Large-Scale Optimal Transport. NeurIPS (2021)
Max Daniels, Tyler Maunu, Paul Hand
Score-based Generative Neural Networks for Large-Scale Optimal Transport. CoRR (2021)
Yunpeng Shi, Shaohan Li, Tyler Maunu, Gilad Lerman
Scalable Cluster-Consistency Statistics for Robust Multi-Object Matching. 3DV (2021)
Sinho Chewi, Thibaut Le Gouic, Chen Lu, Tyler Maunu, Philippe Rigollet, Austin Stromme
Exponential ergodicity of mirror-Langevin diffusions. NeurIPS (2020)
Sinho Chewi, Tyler Maunu, Philippe Rigollet, Austin J. Stromme
Gradient descent algorithms for Bures-Wasserstein barycenters. COLT (2020)
Tyler Maunu, Gilad Lerman
A Provably Robust Multiple Rotation Averaging Scheme for SO(2). CoRR (2020)
Sinho Chewi, Thibaut Le Gouic, Chen Lu, Tyler Maunu, Philippe Rigollet
SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergence. CoRR (2020)
Sinho Chewi, Thibaut Le Gouic, Chen Lu, Tyler Maunu, Philippe Rigollet
SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergence. NeurIPS (2020)
Sinho Chewi, Thibaut Le Gouic, Chen Lu, Tyler Maunu, Philippe Rigollet, Austin Stromme
Exponential ergodicity of mirror-Langevin diffusions. CoRR (2020)
Tyler Maunu, Gilad Lerman
Robust Subspace Recovery with Adversarial Outliers. CoRR (2019)
Tyler Maunu, Teng Zhang, Gilad Lerman
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery. J. Mach. Learn. Res. 20 (2019)
Gilad Lerman, Tyler Maunu
An Overview of Robust Subspace Recovery. Proc. IEEE 106 (8) (2018)
Gilad Lerman, Tyler Maunu
An Overview of Robust Subspace Recovery. CoRR (2018)
Tyler Maunu, Teng Zhang, Gilad Lerman
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery. CoRR (2017)
Gilad Lerman, Tyler Maunu
Fast algorithm for robust subspace recovery. CoRR (2014)