conftrace_

manifold optimization

67 papers

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Co-occurring keywords

riemannian optimization (89) gradient descent (1144) stiefel manifold (29) riemannian manifold (169) matrix factorization (529) low-rank matrix (174) nonconvex optimization (316) non-convex optimization (547) matrix completion (356) grassmann manifold (32)

Papers

First-order Methods for Geodesically Convex Optimization COLT 2016
Full-Capacity Unitary Recurrent Neural Networks NIPS 2016
Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds NIPS 2016
Matrix Eigen-decomposition via Doubly Stochastic Riemannian Optimization ICML 2016
Secrets of Matrix Factorization: Approximations, Numerics, Manifold Optimization and Random Restarts ICCV 2015
Complete Dictionary Recovery Using Nonconvex Optimization ICML 2015
Clique-Graph Matching by Preserving Global & Local Structure CVPR 2015
Matrix Manifold Optimization for Gaussian Mixtures NIPS 2015
A Metric Parametrization for Trifocal Tensors With Non-Colinear Pinholes CVPR 2015
Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014
Geometric optimisation on positive definite matrices for elliptically contoured distributions NIPS 2013
Online Learning in the Embedded Manifold of Low-rank Matrices JMLR 2012
RTRMC: A Riemannian trust-region method for low-rank matrix completion NIPS 2011
Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds NIPS 2011
Online Learning in The Manifold of Low-Rank Matrices NIPS 2010
Matrix Completion from Noisy Entries NIPS 2009
Quasi-Geodesic Neural Learning Algorithms Over the Orthogonal Group: A Tutorial JMLR 2005