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2009
Regularized Learning with Networks of Features (Sandler, Ted, Blitzer, John, Talukdar, Partha, Pereira, Fernando) In Neural Information Processing Systems, 2009. [pdf]

2008
DRASO: Declaratively Regularized Alternating Structural Optimization (Talukdar, Partha Pratim, Sandler, Ted, Dredze, Mark, Crammer, Koby, Blitzer, John, Pereira, Fernando) In ICML 2008 Workshop on Prior Knowledge for Text and Language Processing, 2008. [pdf]

Weakly-Supervised Acquisition of Labeled Class Instances using Graph Random Walks (Talukdar, Partha Pratim, Reisinger, Joseph, Pasca, Marius, Ravichandran, Deepak, Bhagat, Rahul, Pereira, Fernando), 2008. [pdf]

Reading the Markets: Forecasting Public Opinion of Political Candidates by News Analysis (Lerman, Kevin, Gilder, Ari, Dredze, Mark, Pereira, Fernando) In Conference on Computational Linguistics (Coling), 2008. [pdf]

Confidence-Weighted Linear Classification (Dredze, Mark, Crammer, Koby, Pereira, Fernando) In International Conference on Machine Learning (ICML), 2008. [pdf]

Intelligent Email: Aiding Users with AI (Dredze, Mark, Wallach, Hanna, Puller, Danny, Brooks, Tova, Carroll, Josh, Magarick, Joshua, Blitzer, John, Pereira, Fernando) In American National Conference on Artificial Intelligence (AAAI), NECTAR Paper, 2008. [pdf]

Intelligent Email: Reply and Attachment Prediction (Dredze, Mark, Brooks, Tova, Carroll, Josh, Magarick, Joshua, Blitzer, John, Pereira, Fernando) In Intelligent User Interfaces (IUI), 2008. [pdf]

Generating Summary Keywords for Emails Using Topics (Dredze, Mark, Wallach, Hanna, Puller, Danny, Pereira, Fernando) In Intelligent User Interfaces (IUI), 2008. [pdf]

Exact Confidence-Weighted Learning (Crammer, Koby, Dredze, Mark, Pereira, Fernando) In Advances in Neural Information Processing Systems (NIPS), 2008. [pdf]

Batch Performance for an Online Price (Crammer, Koby, Dredze, Mark, Blitzer, John, Pereira, Fernando) In The NIPS 2007 Workshop on Efficient Machine Learning, 2008. [pdf]