Uncertainty sampling and transductive experimental design for active dual supervision

Kernels and Regularization on Graphs

2003 • 862 citations

Toward Optimal Active Learning through Sampling Estimation of Error Reduction

2001 • 844 citations

Regularization and Semi-supervised Learning on Large Graphs

2004 • 550 citations

Sentiment analysis of blogs by combining lexical knowledge with text classification

2009 • 488 citations

Knowledge Discovery and Data Mining

2007 • 469 citations

Active learning via transductive experimental design

2006 • 347 citations

Learning from labeled features using generalized expectation criteria

2008 • 257 citations

Euclidean Embedding of Co-occurrence Data

2007 • 178 citations

Tikhonov regularization and semi-supervised learning on large graphs

2004 • 140 citations

Active Feature-Value Acquisition

2009 • 111 citations

Euclidean Embedding of Co-occurrence Data

2007 • 87 citations

An interactive algorithm for asking and incorporating feature feedback into support vector machines

2007 • 65 citations

An Expected Utility Approach to Active Feature-Value Acquisition

2006 • 63 citations

Document Classification Through Interactive Supervision of Document and Term Labels

2004 • 54 citations

Regularized Co-Clustering with Dual Supervision

2008 • 37 citations

Active dual supervision

2009 • 28 citations

On the pseudo-inverse of the Laplacian of a bipartite graph

2005 • 26 citations

Deleted Work

1955 • 0 citations