conftrace_

nonparametric learning

33 papers

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Co-occurring keywords · papers mentioning both

kernel methods (8) nonparametric model (3) non-parametric method (3) few-shot learning (3) large-scale learning (2) nearest neighbor classifier (2) support vector machine (2) probabilistic model (2) graphical model (2) convergence rate (2)

Papers

Nonparametric Online Machine Learning with Kernels IJCAI 2017 Learning Triggering Kernels for Multi-dimensional Hawkes Processes ICML 2013 Non-parametric Approximate Dynamic Programming via the Kernel Method NeurIPS 2012 Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering NeurIPS 2009 Non-parametric learning to aid path planning over slopes RSS 2009 A Nonparametric Approach to Bottom-Up Visual Saliency NeurIPS 2006 Learning Nonparametric Models for Probabilistic Imitation NeurIPS 2006 PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification JMLR 2002