conftrace_

non-parametric learning

14 papers

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Co-occurring keywords

few-shot learning (3398) support vector machine (978) non-parametric method (49) kernel methods (1097) word sense disambiguation (321) bregman distance (4) curse of dimensionality (61) distance function learning (1) nonlinear distance functions (1) query complexity (183)

Papers

Interpretable Image Classification via Non-parametric Part Prototype Learning CVPR 2025
Non-Parametric Word Sense Disambiguation for Historical Languages AACL 2022
Few-Shot Non-Parametric Learning with Deep Latent Variable Model NIPS 2022
Non-Parametric Few-Shot Learning for Word Sense Disambiguation NAACL 2021
Active Covering ICML 2021
Learning Data-adaptive Non-parametric Kernels JMLR 2020
Optimal Non-parametric Learning in Repeated Contextual Auctions with Strategic Buyer ICML 2020
On Convergence of Nearest Neighbor Classifiers over Feature Transformations NIPS 2020
Discriminative Non-Parametric Learning of Arithmetic Circuits PGM 2020
LabelForest: Non-Parametric Semi-Supervised Learning for Activity Recognition AAAI 2019
Non-parametric Approximate Dynamic Programming via the Kernel Method NIPS 2012
Non-parametric learning to aid path planning over slopes RSS 2009
Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering NIPS 2009
PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification JMLR 2002