Margin Based Active Learning
From MaRDI portal
Publication:5432424
DOI10.1007/978-3-540-72927-3_5zbMath1203.68136OpenAlexW2128518360MaRDI QIDQ5432424
Andrei Z. Broder, Maria-Florina Balcan, Tong Zhang
Publication date: 3 January 2008
Published in: Learning Theory (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/978-3-540-72927-3_5
Related Items (16)
Online passive-aggressive active learning ⋮ On the number of faces and radii of cells induced by Gaussian spherical tessellations ⋮ A model-free sampling method for basins of attraction using hybrid active learning (HAL) ⋮ Learning noisy linear classifiers via adaptive and selective sampling ⋮ Poisson Reweighted Laplacian Uncertainty Sampling for Graph-Based Active Learning ⋮ Rates of convergence in active learning ⋮ A theory of transfer learning with applications to active learning ⋮ Smart PAC-learners ⋮ The true sample complexity of active learning ⋮ Cost-sensitive active learning with a label uniform distribution model ⋮ A unified framework of active transfer learning for cross-system recommendation ⋮ Active Nearest-Neighbor Learning in Metric Spaces ⋮ Agnostic active learning ⋮ Unnamed Item ⋮ Learning with a Drifting Target Concept ⋮ Statistical active learning algorithms for noise tolerance and differential privacy
This page was built for publication: Margin Based Active Learning