conftrace_

matrix manifold

12 papers

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Co-occurring keywords

manifold optimization (67) grassmann manifold (32) symmetric positive definite matrice (11) gyrovector space (3) symmetric positive definite matrix (18) positive definite matrix (12) riemannian optimization (89) matrix multiplication (41) functional regression (9) gradient ascent (51)

Papers

Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach ICML 2023
Robust low-rank training via approximate orthonormal constraints NIPS 2023
A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty JMLR 2023
Fast and accurate optimization on the orthogonal manifold without retraction AISTATS 2022
Mode estimation on matrix manifolds: Convergence and robustness AISTATS 2022
The Gyro-Structure of Some Matrix Manifolds NIPS 2022
On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry NIPS 2021
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds ACML 2021
Riemannian adaptive stochastic gradient algorithms on matrix manifolds ICML 2019
Trivializations for Gradient-Based Optimization on Manifolds NIPS 2019
Matrix Manifold Optimization for Gaussian Mixtures NIPS 2015
A new metric on the manifold of kernel matrices with application to matrix geometric means NIPS 2012