conftrace_

statistical dependence

17 papers

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Co-occurring keywords

kernel methods (1097) correlation coefficient (12) mutual information (724) statistical dependency (12) reproducing kernel hilbert space (334) independence testing (27) maximum correlation (2) neural network (6616) dependence measurement (3) feature extraction (1580)

Papers

Neural Feature Learning in Function Space JMLR 2024
Adjust Pearson's $r$ to Measure Arbitrary Monotone Dependence NIPS 2024
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios NIPS 2024
Categorical Neighbour Correlation Coefficient (CnCor) for Detecting Relationships between Categorical Variables AAAI 2022
Testing Using Privileged Information by Adapting Features With Statistical Dependence ICCV 2021
Measuring Dependence with Matrix-based Entropy Functional AAAI 2021
Sliced Mutual Information: A Scalable Measure of Statistical Dependence NIPS 2021
Linguistic Dependencies and Statistical Dependence EMNLP 2021
A Linear-time Independence Criterion Based on a Finite Basis Approximation AISTATS 2020
Multi-Task Learning by Maximizing Statistical Dependence CVPR 2018
Measuring Dependence Powerfully and Equitably JMLR 2016
The Randomized Dependence Coefficient NIPS 2013
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies NIPS 2009
Colored Maximum Variance Unfolding NIPS 2007
Kernel Measures of Conditional Dependence NIPS 2007
Kernel Methods for Measuring Independence JMLR 2005
Kernel Independent Component Analysis JMLR 2002