riemannian manifold

Poincare Glove: Hyperbolic Word Embeddings ICLR 2019 Probabilistic Riemannian submanifold learning with wrapped Gaussian process latent variable models AISTATS 2019 Riemannian Adaptive Optimization Methods ICLR 2019 Riemannian adaptive stochastic gradient algorithms on matrix manifolds ICML 2019 Riemannian batch normalization for SPD neural networks NeurIPS 2019 Sampling and Optimization on Convex Sets in Riemannian Manifolds of Non-Negative Curvature COLT 2019 AdaGeo: Adaptive Geometric Learning for Optimization and Sampling AISTATS 2018 A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices NeurIPS 2018 Averaging Stochastic Gradient Descent on Riemannian Manifolds COLT 2018 Coding Kendall's Shape Trajectories for 3D Action Recognition CVPR 2018 High-Order Tensor Regularization With Application to Attribute Ranking CVPR 2018 Inexact trust-region algorithms on Riemannian manifolds NeurIPS 2018 Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams NeurIPS 2018 Riemannian stochastic quasi-Newton algorithm with variance reduction and its convergence analysis AISTATS 2018 Riemannian Stochastic Recursive Gradient Algorithm ICML 2018 Trajectory Optimization On Manifolds with Applications to SO(3) and R3XS2 RSS 2018 Wrapped Gaussian Process Regression on Riemannian Manifolds CVPR 2018 Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds NeurIPS 2017 Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC ICML 2017 G2DeNet: Global Gaussian Distribution Embedding Network and Its Application to Visual Recognition CVPR 2017 Joint Dimensionality Reduction and Metric Learning: A Geometric Take ICML 2017 Learning spatiotemporal piecewise-geodesic trajectories from longitudinal manifold-valued data NeurIPS 2017 Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds AISTATS 2017 Regression Uncertainty on the Grassmannian AISTATS 2017 Riemannian approach to batch normalization NeurIPS 2017