A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data
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Abstract
References (27)
Statistical Learning Theory
1999 • 27,709 citations
The Elements of Statistical Learning
2001 • 24,302 citations
Untitled
1997 • 5,539 citations
Combining labeled and unlabeled data with co-training
1998 • 5,524 citations
Weak Convergence and Empirical Processes
1996 • 4,740 citations
Learning with Local and Global Consistency
2003 • 3,822 citations
Semi-supervised learning using Gaussian fields and harmonic functions
2003 • 3,341 citations
Untitled
2000 • 2,763 citations
Transductive Inference for Text Classification using Support Vector Machines
1999 • 2,714 citations
Unsupervised word sense disambiguation rivaling supervised methods
1995 • 2,433 citations
On the method of bounded differences
1989 • 1,506 citations
Regularized multi--task learning
2004 • 1,483 citations
Probability in Banach Spaces
1976 • 1,441 citations
Solving large scale linear prediction problems using stochastic gradient descent algorithms
2004 • 1,125 citations
A Model of Inductive Bias Learning
2000 • 831 citations
Semi-Supervised Learning on Riemannian Manifolds
2004 • 817 citations
Partially labeled classification with Markov random walks
2001 • 568 citations
Predicting Multivariate Responses in Multiple Linear Regression
1997 • 511 citations
Exploiting Task Relatedness for Multiple Task Learning
2003 • 451 citations
Named entity recognition through classifier combination
2003 • 407 citations
Named entity recognition with a maximum entropy approach
2003 • 228 citations
A high-performance semi-supervised learning method for text chunking
2005 • 221 citations
A probability analysis on the value of unlabeled data for classification problems
2000 • 207 citations
Named entity recognition with character-level models
2003 • 199 citations
Limitations of Co-Training for Natural Language Learning from Large Datasets
2001 • 167 citations
Kernels for Multi--task Learning
2004 • 136 citations
A robust risk minimization based named entity recognition system
2003 • 80 citations