conftrace_

online kernel learning

10 papers

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Also known as

OKL

Co-occurring keywords · papers mentioning both

regret bound (4) random fourier feature (3) kernel approximation (3) online learning (3) kernel alignment (2) kernel methods (2) second-order method (2) matrix sketching (2) feature reparameterization (1) sketched kernel (1)

Papers

Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition IJCAI 2025 One-Pass Feature Evolvable Learning with Theoretical Guarantees ICML 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 Efficient Second-Order Online Kernel Learning with Adaptive Embedding NeurIPS 2017 Large-scale Online Kernel Learning with Random Feature Reparameterization IJCAI 2017 Large Scale Online Kernel Learning JMLR 2016 Online Kernel Learning with a Near Optimal Sparsity Bound ICML 2013