Hierarchical sampling for active learning

Latent dirichlet allocation

2003 • 27,948 citations

Untitled

1994 • 1,315 citations

Untitled

1997 • 1,123 citations

Less is More: Active Learning with Support Vector Machines

2000 • 790 citations

Agnostic active learning

2006 • 299 citations

Margin Based Active Learning

2007 • 294 citations

Coarse sample complexity bounds for active learning

2005 • 270 citations

A bound on the label complexity of agnostic active learning

2007 • 262 citations

A general agnostic active learning algorithm

2007 • 226 citations

Minimax Bounds for Active Learning

2007 • 52 citations

Performance thresholding in practical text classification

2006 • 51 citations