Bosphorus: Bridging ANF and CNF Solvers.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019
Tracking body core temperature in military thermal environments: An extended Kalman filter approach.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016
Troll detection by domain-adapting sentiment analysis.
Proceedings of the 18th International Conference on Information Fusion, 2015
Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Language modeling with sum-product networks.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Robust Domain Adaptation for Relation Extraction via Clustering Consistency.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Variational Multinomial Logit Gaussian Process.
J. Mach. Learn. Res., 2012
A Split-Merge Framework for Comparing Clusterings.
Proceedings of the 29th International Conference on Machine Learning, 2012
Optimizing F-measure: A Tale of Two Approaches.
Proceedings of the 29th International Conference on Machine Learning, 2012
Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Extracting Relation Descriptors with Conditional Random Fields.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011
Unsupervised Information Extraction with Distributional Prior Knowledge.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
Multi-task learning with Gaussian processes.
PhD thesis, 2010
Generalization Errors and Learning Curves for Regression with Multi-task Gaussian Processes.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Multi-task Gaussian Process Learning of Robot Inverse Dynamics.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Multi-task Gaussian Process Prediction.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Expectation of f-measures: tractable exact computation and some empirical observations of its properties.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005
Bayesian online classifiers for text classification and filtering.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002