The Forgetron: A Kernel-Based Perceptron on a Budget
From MaRDI portal
Publication:3532566
DOI10.1137/060666998zbMath1151.68579OpenAlexW1975588358MaRDI QIDQ3532566
Yoram Singer, Ofer Dekel, Shai Shalev-Shwartz
Publication date: 28 October 2008
Published in: SIAM Journal on Computing (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1137/060666998
Computational learning theory (68Q32) Learning and adaptive systems in artificial intelligence (68T05)
Related Items (17)
Nonparametric stochastic approximation with large step-sizes ⋮ One-pass online learning: a local approach ⋮ \(\lambda \)-perceptron: an adaptive classifier for data streams ⋮ Worst-case regret analysis of computationally budgeted online kernel selection ⋮ Improving kernel online learning with a snapshot memory ⋮ Simple randomized algorithms for online learning with kernels ⋮ A kernel-based perceptron with dynamic memory ⋮ Online multiple kernel classification ⋮ Dynamical memory control based on projection technique for online regression ⋮ Real-time model learning using incremental sparse spectrum Gaussian process regression ⋮ Tracking the best hyperplane with a simple budget perceptron ⋮ A primal-dual perspective of online learning algorithms ⋮ Online training on a budget of support vector machines using twin prototypes ⋮ Forgetron ⋮ Unnamed Item ⋮ Unnamed Item ⋮ Unconfused ultraconservative multiclass algorithms
This page was built for publication: The Forgetron: A Kernel-Based Perceptron on a Budget
