conftrace_

random feature approximation

13 papers

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Also known as

RFA

Co-occurring keywords

random feature (89) multi-kernel learning (17) online learning (1777) kernel approximation (100) kernel methods (1097) regret bound (1926) gaussian process (1200) kernel pca (19) graph-based learning (65) reproducing kernel hilbert space (334)

Papers

Graph-Aided Online Multi-Kernel Learning JMLR 2023
Taming graph kernels with random features ICML 2023
Personalized Online Federated Learning with Multiple Kernels NIPS 2022
Efficient Dataset Distillation using Random Feature Approximation NIPS 2022
COKE: Communication-Censored Decentralized Kernel Learning JMLR 2021
Online Multi-Kernel Learning with Graph-Structured Feedback ICML 2020
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics JMLR 2019
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments AISTATS 2018
Large-Scale Data-Dependent Kernel Approximation AISTATS 2017
Large-scale Online Kernel Learning with Random Feature Reparameterization IJCAI 2017
Extended and Unscented Kitchen Sinks ICML 2016
Scale Up Nonlinear Component Analysis with Doubly Stochastic Gradients NIPS 2015
Random Features for Large-Scale Kernel Machines NIPS 2007