conftrace_

generalized eigenvalue problem

13 papers

Explore in graph

Also known as

GEP

Co-occurring keywords

fisher discriminant analysis (13) canonical correlation analysis (111) principal component analysis (316) dimensionality reduction (720) statistical rate (13) projected rayleigh flow (1) lie group (50) multimodal datum (29) linear algebra (15) high dimensional sparse case (1)

Papers

Generalized Eigenvalue Problems with Generative Priors NIPS 2024
Privacy-preserving Sparse Generalized Eigenvalue Problem AISTATS 2023
Sparse GCA and Thresholded Gradient Descent JMLR 2023
A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality AISTATS 2022
Variational Optimization on Lie Groups, with Examples of Leading (Generalized) Eigenvalue Problems AISTATS 2020
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem AISTATS 2020
Robust and Efficient Computation of Eigenvectors in a Generalized Spectral Method for Constrained Clustering AISTATS 2017
Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks CVPR 2016
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer ICCV 2015
Global Optimization Methods for Extended Fisher Discriminant Analysis AISTATS 2014
Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines JMLR 2008
On the Equivalence of Linear Dimensionality-Reducing Transformations JMLR 2008
Dimensionality Reduction of Multimodal Labeled Data by Local Fisher Discriminant Analysis JMLR 2007