conftrace_

reproducing kernel

19 papers

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Also known as

RK

Co-occurring keywords

kernel methods (1097) reproducing kernel hilbert space (334) kernel hilbert space (22) hilbert space (43) reproducing kernel banach space (4) banach space (9) reproducing kernel krein space (4) maximum mean discrepancy (164) representer theorem (27) markov chain monte carlo (725)

Papers

Kernel Thinning JMLR 2024
Geometric Learning with Positively Decomposable Kernels JMLR 2024
Gradient Descent in Neural Networks as Sequential Learning in Reproducing Kernel Banach Space ICML 2023
Doubly Robust Stein-Kernelized Monte Carlo Estimator: Simultaneous Bias-Variance Reduction and Supercanonical Convergence JMLR 2023
Training Lipschitz Continuous Operators Using Reproducing Kernels L4DC 2022
Nonparametric estimation of continuous DPPs with kernel methods NIPS 2021
Robust Persistence Diagrams using Reproducing Kernels NIPS 2020
Learning with Operator-valued Kernels in Reproducing Kernel Krein Spaces NIPS 2020
Robust modal regression with direct gradient approximation of modal regression risk UAI 2020
Distributed Minimum Error Entropy Algorithms JMLR 2020
A General Framework for Curve and Surface Comparison and Registration With Oriented Varifolds CVPR 2017
Measuring Sample Quality with Kernels ICML 2017
Dynamic Mode Decomposition with Reproducing Kernels for Koopman Spectral Analysis NIPS 2016
Minimax Estimation of Maximum Mean Discrepancy with Radial Kernels NIPS 2016
Convolutional Kernel Networks NIPS 2014
Learning in Hilbert vs. Banach Spaces: A Measure Embedding Viewpoint NIPS 2011
Spectral Regularization for Support Estimation NIPS 2010
Refinement of Reproducing Kernels JMLR 2009
Reproducing Kernel Banach Spaces for Machine Learning JMLR 2009