Hal Daumé III

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Piyush Rai (पीयूष राय)IIT Kanpur and Google ResearchVerified email at cse.iitk.ac.in
Jordan Boyd-GraberAssociate Professor, University of MarylandVerified email at umiacs.umd.edu
Amit GoyalResearch Scientist, Yahoo LabsVerified email at yahoo-inc.com
Abhishek KumarGoogle BrainVerified email at google.com
John LangfordMicrosoft Research New YorkVerified email at hunch.net
Jagadeesh JagarlamudiGoogleVerified email at umiacs.umd.edu
He HeNew York UniversityVerified email at cs.nyu.edu
Suresh VenkatasubramanianSchool of Computing, University of UtahVerified email at cs.utah.edu
Avishek SahaMachine Learning Scientist, AmazonVerified email at amazon.com
Mohit IyyerAssistant Professor, University of Massachusetts AmherstVerified email at cs.umass.edu
Dan GoldwasserPurdue UniversityVerified email at purdue.edu
Jason EisnerProfessor of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
Kota YamaguchiCyberAgent, Inc.Verified email at cyberagent.co.jp
Jesse DodgeCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Margaret MitchellStaff Research Scientist, GoogleVerified email at google.com
Karl StratosRutgers UniversityVerified email at karlstratos.com
Lise GetoorProfessor of Computer Science, University of California, Santa CruzVerified email at ucsc.edu
Alexander C BergProfessor of Computer Science, University of North Carolina at Chapel HillVerified email at cs.unc.edu
Tamara L BergAssociate Professor, Computer Science, UNC Chapel HillVerified email at cs.unc.edu
Bert HuangAssistant Professor, Tufts University Department of Computer ScienceVerified email at vt.edu

Hal Daumé III

Associate Professor of Computer Science, University of Maryland

Verified email at umiacs.umd.edu - Homepage

Natural language processing machine learning


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Frustratingly easy domain adaptation H Daumé III arXiv preprint arXiv:0907.1815, 2009	1735	2009
Domain adaptation for statistical classifiers H Daume III, D Marcu Journal of artificial Intelligence research 26, 101-126, 2006	932	2006
Co-regularized multi-view spectral clustering A Kumar, P Rai, H Daume Advances in neural information processing systems 24, 1413-1421, 2011	873	2011
Deep unordered composition rivals syntactic methods for text classification M Iyyer, V Manjunatha, J Boyd-Graber, H Daumé III Proceedings of the 53rd annual meeting of the association for computational …, 2015	708	2015
Generalized multiview analysis: A discriminative latent space A Sharma, A Kumar, H Daume, DW Jacobs 2012 IEEE conference on computer vision and pattern recognition, 2160-2167, 2012	680	2012
A co-training approach for multi-view spectral clustering A Kumar, H Daumé Proceedings of the 28th international conference on machine learning (ICML …, 2011	674	2011
Search-based structured prediction H Daumé, J Langford, D Marcu Machine learning 75 (3), 297-325, 2009	604	2009
Learning task grouping and overlap in multi-task learning A Kumar, H Daume III arXiv preprint arXiv:1206.6417, 2012	456	2012
Datasheets for datasets T Gebru, J Morgenstern, B Vecchione, JW Vaughan, H Wallach, ... arXiv preprint arXiv:1803.09010, 2018	398	2018
Midge: Generating image descriptions from computer vision detections M Mitchell, J Dodge, A Goyal, K Yamaguchi, K Stratos, X Han, A Mensch, ... Proceedings of the 13th Conference of the European Chapter of the …, 2012	398	2012
A neural network for factoid question answering over paragraphs M Iyyer, J Boyd-Graber, L Claudino, R Socher, H Daumé III Proceedings of the 2014 conference on empirical methods in natural language …, 2014	385	2014
Corpus-guided sentence generation of natural images Y Yang, C Teo, H Daumé III, Y Aloimonos Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011	383	2011
Learning as search optimization: Approximate large margin methods for structured prediction H Daumé III, D Marcu Proceedings of the 22nd international conference on Machine learning, 169-176, 2005	307	2005
Bayesian query-focused summarization H Daumé III arXiv preprint arXiv:0907.1814, 2009	274	2009
Incorporating lexical priors into topic models J Jagarlamudi, H Daumé III, R Udupa Proceedings of the 13th Conference of the European Chapter of the …, 2012	250	2012
Improving fairness in machine learning systems: What do industry practitioners need? K Holstein, J Wortman Vaughan, H Daumé III, M Dudik, H Wallach Proceedings of the 2019 CHI conference on human factors in computing systems …, 2019	240	2019
Frustratingly easy semi-supervised domain adaptation H Daumé III, A Kumar, A Saha Proceedings of the 2010 Workshop on Domain Adaptation for Natural Language …, 2010	205	2010
Co-regularization based semi-supervised domain adaptation A Kumar, A Saha, H Daume Advances in neural information processing systems 23, 478-486, 2010	181	2010
Notes on CG and LM-BFGS optimization of logistic regression H Daumé III Paper available at http://pub. hal3. name# daume04cg-bfgs, implementation …, 2004	180	2004
Learning to search better than your teacher KW Chang, A Krishnamurthy, A Agarwal, H Daume, J Langford International Conference on Machine Learning, 2058-2066, 2015	177	2015

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