Melville, Prem

9 publications

NeurIPS 2012 Online L1-Dictionary Learning with Application to Novel Document Detection Shiva P. Kasiviswanathan, Huahua Wang, Arindam Banerjee, Prem Melville

IJCAI 2011 Concept Labeling: Building Text Classifiers with Minimal Supervision Vijil Chenthamarakshan, Prem Melville, Vikas Sindhwani, Richard D. Lawrence

ECML-PKDD 2010 A Unified Approach to Active Dual Supervision for Labeling Features and Examples Josh Attenberg, Prem Melville, Foster J. Provost

ICML 2009 Uncertainty Sampling and Transductive Experimental Design for Active Dual Supervision Vikas Sindhwani, Prem Melville, Richard D. Lawrence

ECML-PKDD 2005 Active Learning for Probability Estimation Using Jensen-Shannon Divergence Prem Melville, Stewart M. Yang, Maytal Saar-Tsechansky, Raymond J. Mooney

ECML-PKDD 2005 Combining Bias and Variance Reduction Techniques for Regression Trees Yuk Lai Suen, Prem Melville, Raymond J. Mooney

ICML 2004 Diverse Ensembles for Active Learning Prem Melville, Raymond J. Mooney

IJCAI 2003 Constructing Diverse Classifier Ensembles Using Artificial Training Examples Prem Melville, Raymond J. Mooney

AAAI 2002 Content-Boosted Collaborative Filtering for Improved Recommendations Prem Melville, Raymond J. Mooney, Ramadass Nagarajan