Mark Dredze

Publications (6)0 Total impact

• Source

  Available from: cis.upenn.edu

  Article: Multi-domain learning by confidence-weighted parameter combination.

  Mark Dredze, Alex Kulesza, Koby Crammer
  Machine Learning. 01/2010; 79:123-149.
• Source

  Available from: psu.edu

  Article: Exploiting Feature Covariance in High-Dimensional Online Learning.

  Justin Ma, Alex Kulesza, Mark Dredze, Koby Crammer, Lawrence K. Saul, Fernando Pereira
  Journal of Machine Learning Research - Proceedings Track. 01/2010; 9:493-500.
• Source

  Available from: psu.edu

  Conference Proceeding: Adaptive Regularization of Weight Vectors.

  Koby Crammer, Alex Kulesza, Mark Dredze
  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, Vancouver, British Columbia, Canada.; 01/2009
• Source

  Available from: psu.edu

  Conference Proceeding: Multi-Class Confidence Weighted Algorithms.

  Koby Crammer, Mark Dredze, Alex Kulesza
  Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, EMNLP 2009, 6-7 August 2009, Singapore, A meeting of SIGDAT, a Special Interest Group of the ACL; 01/2009
• Source

  Available from: psu.edu

  Conference Proceeding: Online Methods for Multi-Domain Learning and Adaptation.

  Mark Dredze, Koby Crammer
  2008 Conference on Empirical Methods in Natural Language Processing, EMNLP 2008, Proceedings of the Conference, 25-27 October 2008, Honolulu, Hawaii, USA, A meeting of SIGDAT, a Special Interest Group of the ACL; 01/2008
• Source

  Available from: psu.edu

  Conference Proceeding: Active Learning with Confidence.

  Mark Dredze, Koby Crammer
  ACL 2008, Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics, June 15-20, 2008, Columbus, Ohio, USA, Short Papers; 01/2008