manifold optimization

Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation NeurIPS 2021 An Implicit Form of Krasulina's k-PCA Update without the Orthonormality Constraint AAAI 2020 Learning to Optimize on SPD Manifolds CVPR 2020 On the Distribution of Minima in Intrinsic-Metric Rotation Averaging CVPR 2020 Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold AAAI 2020 The Maximum Separation Subspace in Sufficient Dimension Reduction with Categorical Response JMLR 2020 A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition CVPR 2019 Efficiently escaping saddle points on manifolds NeurIPS 2019 Escaping from saddle points on Riemannian manifolds NeurIPS 2019 Fast Low-rank Metric Learning for Large-scale and High-dimensional Data NeurIPS 2019 Minimal Sample Subspace Learning: Theory and Algorithms JMLR 2019 Riemannian adaptive stochastic gradient algorithms on matrix manifolds ICML 2019 Trajectory Optimization on Manifolds: A Theoretically-Guaranteed Embedded Sequential Convex Programming Approach RSS 2019 Trivializations for Gradient-Based Optimization on Manifolds NeurIPS 2019 An Estimate Sequence for Geodesically Convex Optimization COLT 2018 A Unified Framework for Structured Low-rank Matrix Learning ICML 2018 Communication Efficient Parallel Algorithms for Optimization on Manifolds NeurIPS 2018 Global Geometry of Multichannel Sparse Blind Deconvolution on the Sphere NeurIPS 2018 Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering ICML 2018 Robust PCA by Manifold Optimization JMLR 2018 Scalable Dense Non-Rigid Structure-From-Motion: A Grassmannian Perspective CVPR 2018 Variational PDEs for Acceleration on Manifolds and Application to Diffeomorphisms NeurIPS 2018 Grassmannian Manifold Optimization Assisted Sparse Spectral Clustering CVPR 2017 Tensor Completion with Side Information: A Riemannian Manifold Approach IJCAI 2017 First-order Methods for Geodesically Convex Optimization COLT 2016