conftrace_

online kernel learning

9 papers

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Also known as

OKL

Co-occurring keywords

regret bound (1926) kernel approximation (100) online learning (1777) kernel alignment (12) kernel methods (1097) random fourier feature (59) second-order method (38) matrix sketching (61) feature reparameterization (1) sketched kernel (1)

Papers

Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition IJCAI 2025
Ahpatron: A New Budgeted Online Kernel Learning Machine with Tighter Mistake Bound AAAI 2024
Improved Kernel Alignment Regret Bound for Online Kernel Learning AAAI 2023
Adaptive Online Kernel Sampling for Vertex Classification AISTATS 2020
Online Kernel Selection via Incremental Sketched Kernel Alignment IJCAI 2018
Large-scale Online Kernel Learning with Random Feature Reparameterization IJCAI 2017
Efficient Second-Order Online Kernel Learning with Adaptive Embedding NIPS 2017
Large Scale Online Kernel Learning JMLR 2016
Online Kernel Learning with a Near Optimal Sparsity Bound ICML 2013