Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation

10 March 2016

Papers citing "Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation"

42 / 42 papers shown

Title
Lie Group Symmetry Discovery and Enforcement Using Vector Fields Ben Shaw Sasidhar Kunapuli Abram Magner Kevin R. Moon 32 0 0 13 May 2025
Surrogate to Poincaré inequalities on manifolds for dimension reduction in nonlinear feature spaces Anthony Nouy Alexandre Pasco 42 0 0 03 May 2025
SPD Learning for Covariance-Based Neuroimaging Analysis: Perspectives, Methods, and Challenges Ce Ju Reinmar J. Kobler Antoine Collas M. Kawanabe Cuntai Guan Bertrand Thirion 43 0 0 26 Apr 2025
Riemannian Optimization on Relaxed Indicator Matrix Manifold Jinghui Yuan Fangyuan Xie Feiping Nie Xuelong Li 75 0 0 26 Mar 2025
Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices Thibault de Surrel Fabien Lotte Sylvain Chevallier Florian Yger 60 0 0 03 Feb 2025
Manifold learning and optimization using tangent space proxies Ryan A. Robinett Lorenzo Orecchia Samantha J. Riesenfeld 43 0 0 22 Jan 2025
Residual Deep Gaussian Processes on Manifolds Kacper Wyrwal Andreas Krause Viacheslav Borovitskiy BDL 49 0 0 31 Oct 2024
A Metric-based Principal Curve Approach for Learning One-dimensional Manifold E. Cui 18 0 0 20 May 2024
Cluster Exploration using Informative Manifold Projections Stavros Gerolymatos Xenophon Evangelopoulos V. Gusev John Y. Goulermas 14 0 0 26 Sep 2023
A survey of manifold learning and its applications for multimedia Hannes Fassold 39 1 0 08 Sep 2023
Towards frugal unsupervised detection of subtle abnormalities in medical imaging Geoffroy Oudoumanessah Carole Lartizien M. Dojat Florence Forbes MedIm 25 2 0 04 Sep 2023
Gradient-Based Spectral Embeddings of Random Dot Product Graphs Marcelo Fiori Bernardo Marenco Federico Larroca P. Bermolen Gonzalo Mateos BDL 27 3 0 25 Jul 2023
Alignment of Density Maps in Wasserstein Distance A. Singer Ruiyi Yang 30 8 0 21 May 2023
Wasserstein Gradient Flows for Optimizing Gaussian Mixture Policies Hanna Ziesche Leonel Rozo 26 5 0 17 May 2023
Faster Riemannian Newton-type Optimization by Subsampling and Cubic Regularization Yian Deng Tingting Mu 21 1 0 22 Feb 2023
A Survey of Geometric Optimization for Deep Learning: From Euclidean Space to Riemannian Manifold Yanhong Fei Xian Wei Yingjie Liu Zhengyu Li Mingsong Chen 28 6 0 16 Feb 2023
Riemannian Optimization for Variance Estimation in Linear Mixed Models L. Sembach J. P. Burgard Volker Schulz 4 0 0 18 Dec 2022
A Bi-level Nonlinear Eigenvector Algorithm for Wasserstein Discriminant Analysis Dong Min Roh Z. Bai Ren-Cang Li 13 1 0 21 Nov 2022
Finding the global semantic representation in GAN through Frechet Mean Jaewoong Choi Geonho Hwang Hyunsoo Cho Myung-joo Kang GAN DRL 19 2 0 11 Oct 2022
Stochastic Neuromorphic Circuits for Solving MAXCUT Bradley H. Theilman Yipu Wang Ojas D. Parekh William M. Severa John Smith J. Aimone 11 7 0 05 Oct 2022
Manifold Free Riemannian Optimization B. Shustin H. Avron B. Sober 31 2 0 07 Sep 2022
Human-to-Robot Manipulability Domain Adaptation with Parallel Transport and Manifold-Aware ICP Anna Reithmeir Luis F. C. Figueredo Sami Haddadin 16 5 0 16 Aug 2022
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG Reinmar J. Kobler J. Hirayama Qibin Zhao M. Kawanabe 19 53 0 02 Jun 2022
Riemannian Hamiltonian methods for min-max optimization on manifolds Andi Han Bamdev Mishra Pratik Jawanpuria Pawan Kumar Junbin Gao 35 17 0 25 Apr 2022
Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design Xiran Fan Chun-Hao Yang B. Vemuri 37 18 0 03 Dec 2021
Riemannian Functional Map Synchronization for Probabilistic Partial Correspondence in Shape Networks Faria Huq Adrish Dey Sahra Yusuf Dena Bazazian Tolga Birdal Nina Miolane 41 1 0 29 Nov 2021
NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning Buyun Liang Tim Mitchell Ju Sun 17 3 0 27 Nov 2021
Geometry-aware Bayesian Optimization in Robotics using Riemannian Matérn Kernels Noémie Jaquier Viacheslav Borovitskiy A. Smolensky Alexander Terenin Tamim Asfour Leonel Rozo 29 35 0 02 Nov 2021
Topologically Regularized Data Embeddings R. Vandaele Bo Kang Jefrey Lijffijt T. D. Bie Yvan Saeys 18 9 0 18 Oct 2021
Simulation-based Bayesian inference for multi-fingered robotic grasping Norman Marlier O. Bruls Gilles Louppe 31 6 0 29 Sep 2021
Nonlinear matrix recovery using optimization on the Grassmann manifold Florentin Goyens C. Cartis Armin Eftekhari 26 6 0 13 Sep 2021
Interactive Dimensionality Reduction for Comparative Analysis Takanori Fujiwara Xinhai Wei Jian Zhao K. Ma 27 30 0 29 Jun 2021
Faster Randomized Methods for Orthogonality Constrained Problems B. Shustin H. Avron 16 2 0 22 Jun 2021
On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry Andi Han Bamdev Mishra Pratik Jawanpuria Junbin Gao 11 38 0 01 Jun 2021
The Complex-Step Derivative Approximation on Matrix Lie Groups C. C. Cossette A. Walsh James Richard Forbes 17 18 0 06 May 2021
A Riemannian Newton Trust-Region Method for Fitting Gaussian Mixture Models L. Sembach J. P. Burgard Volker Schulz 8 3 0 30 Apr 2021
Bayesian Quadrature on Riemannian Data Manifolds Christian Frohlich A. Gessner Philipp Hennig Bernhard Schölkopf Georgios Arvanitidis 29 4 0 12 Feb 2021
McTorch, a manifold optimization library for deep learning Mayank Meghwanshi Pratik Jawanpuria Anoop Kunchukuttan Hiroyuki Kasai Bamdev Mishra AI4CE 12 41 0 03 Oct 2018
geomstats: a Python Package for Riemannian Geometry in Machine Learning Nina Miolane Johan Mathe Claire Donnat Mikael Jorda Xavier Pennec AI4CE 37 123 0 21 May 2018
Optimal projection of observations in a Bayesian setting L. Giraldi O. Maître Ibrahim Hoteit Omar Knio 22 8 0 19 Sep 2017
ManifoldOptim: An R Interface to the ROPTLIB Library for Riemannian Manifold Optimization Sean Martin Andrew M. Raim Wen Huang K. Adragni 14 13 0 12 Dec 2016
MERLiN: Mixture Effect Recovery in Linear Networks S. Weichwald Moritz Grosse-Wentrup Arthur Gretton CML 25 7 0 03 Dec 2015