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kernel selection

15 papers

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Co-occurring keywords

kernel methods (1097) maximum mean discrepancy (164) bayesian optimization (624) support vector machine (978) reproducing kernel hilbert space (334) model selection (456) regret bound (1926) kernel matrix (73) feature selection (649) online learning (1777)

Papers

Graph-Aided Online Multi-Kernel Learning JMLR 2023
Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning CVPR 2022
Kernel Functional Optimisation NIPS 2021
Optimizing Dynamic Structures with Bayesian Generative Search ICML 2020
Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression AAAI 2020
Approximate Kernel Selection with Strong Approximate Consistency AAAI 2019
kernelPSI: a Post-Selection Inference Framework for Nonlinear Variable Selection ICML 2019
Online Kernel Selection via Incremental Sketched Kernel Alignment IJCAI 2018
Efficient Kernel Selection via Spectral Analysis IJCAI 2017
Bayesian optimization for automated model selection AUTOML 2016
Maximum Mean Discrepancy for Class Ratio Estimation: Convergence Bounds and Kernel Selection ICML 2014
Optimal kernel choice for large-scale two-sample tests NIPS 2012
NEUROSVM: An Architecture to Reduce the Effect of the Choice of Kernel on the Performance of SVM JMLR 2009
Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning NIPS 2008
Learning the Kernel with Hyperkernels JMLR 2005