conftrace_

covariance operator

10 papers

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Co-occurring keywords

kernel methods (1097) reproducing kernel hilbert space (334) mahalanobis distance (67) functional data analysis (35) image classification (1944) kernel canonical correlation analysis (6) conditional covariance (4) log-hilbert-schmidt distance (1) hilbert-schmidt distance (1) log-hilbert-schmidt metric (1)

Papers

Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection JMLR 2025
Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels AISTATS 2024
Practical Markov Boundary Learning without Strong Assumptions AAAI 2023
On Mahalanobis Distance in Functional Settings JMLR 2020
Approximate Log-Hilbert-Schmidt Distances Between Covariance Operators for Image Classification CVPR 2016
Covariance-based Clustering in Multivariate and Functional Data Analysis JMLR 2016
Log-Hilbert-Schmidt metric between positive definite operators on Hilbert spaces NIPS 2014
A Generalized Kernel Approach to Structured Output Learning ICML 2013
On the Sample Complexity of Subspace Learning NIPS 2013
Statistical Consistency of Kernel Canonical Correlation Analysis JMLR 2007