Kumar Avinava Dubey

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Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu
Sinead WilliamsonAssistant professor, University of Texas at AustinVerified email at mccombs.utexas.edu
Mrinmaya SachanAssistant Professor, ETH ZurichVerified email at cs.cmu.edu
Manzil ZaheerGoogle ResearchVerified email at cmu.edu
Barnabas PoczosAssociate professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Amr AhmedSenior Staff Research Scientist, Google AIVerified email at google.com
Junier OlivaAssistant Professor, University of North CarolinaVerified email at cs.unc.edu
Jeff SchneiderCarnegie Mellon UniversityVerified email at cs.cmu.edu
Guru GuruganeshCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Maruan Al-ShedivatCarnegie Mellon UniversityVerified email at cs.cmu.edu
Ahmed HefnySoftware Engineer, WaymoVerified email at cs.cmu.edu
Sashank J. ReddiResearch Scientist, Google ResearchVerified email at cs.cmu.edu
Philip PhamGoogle ResearchVerified email at google.com
Anirudh RavulaGoogle IncVerified email at google.com
Joshua AinslieGoogle LLCVerified email at google.com
Chris AlbertiGoogleVerified email at google.com
Santiago OntañónResearch Scientist, Google Research; Associate Professor, Drexel UniversityVerified email at drexel.edu
Li YangGoogle ResearchVerified email at google.com
Soumen ChakrabartiIIT BombayVerified email at cse.iitb.ac.in

Kumar Avinava Dubey

Carnegie Mellon University

Verified email at cs.cmu.edu

Statistical Machine Learning Natural Language Processing Bayesian Nonparametrics


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Ausum: approach for unsupervised bug report summarization S Mani, R Catherine, VS Sinha, A Dubey Proceedings of the ACM SIGSOFT 20th International Symposium on the …, 2012	109	2012
Parallel Markov chain Monte Carlo for nonparametric mixture models S Williamson, A Dubey, E Xing Proceedings of the 30th International Conference on Machine Learning, 98-106, 2013	88	2013
Big bird: Transformers for longer sequences M Zaheer, G Guruganesh, A Dubey, J Ainslie, C Alberti, S Ontanon, ... arXiv preprint arXiv:2007.14062, 2020	77	2020
A nonparametric mixture model for topic modeling over time A Dubey, A Hefny, S Williamson, EP Xing Proceedings of the 2013 SIAM international conference on data mining, 530-538, 2013	66	2013
Variance reduction in stochastic gradient Langevin dynamics A Dubey, SJ Reddi, B Póczos, AJ Smola, EP Xing, SA Williamson Advances in neural information processing systems 29, 1154, 2016	61	2016
Learning answer-entailing structures for machine comprehension M Sachan, K Dubey, E Xing, M Richardson Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015	61	2015
Bayesian nonparametric kernel-learning JB Oliva, A Dubey, AG Wilson, B Póczos, J Schneider, EP Xing Artificial Intelligence and Statistics, 1078-1086, 2016	50	2016
Contextual explanation networks M Al-Shedivat, A Dubey, E Xing Journal of Machine Learning Research 21 (194), 1-44, 2020	48	2020
Transformation Autoregressive Networks JB Oliva, A Dubey, M Zaheer, B Póczos, R Salakhutdinov, EP Xing, ... arXiv preprint arXiv:1801.09819, 2018	46	2018
A cluster-level semi-supervision model for interactive clustering A Dubey, I Bhattacharya, S Godbole Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010	37	2010
Spatial compactness meets topical consistency: jointly modeling links and content for community detection M Sachan, A Dubey, S Srivastava, EP Xing, E Hovy Proceedings of the 7th ACM international conference on Web search and data …, 2014	27	2014
Science question answering using instructional materials M Sachan, A Dubey, EP Xing arXiv preprint arXiv:1602.04375, 2016	26	2016
Estimating accuracy from unlabeled data: A bayesian approach EA Platanios, A Dubey, T Mitchell International Conference on Machine Learning, 1416-1425, 2016	21	2016
Large-scale randomized-coordinate descent methods with non-separable linear constraints S Reddi, A Hefny, C Downey, A Dubey, S Sra arXiv preprint arXiv:1409.2617, 2014	20	2014
Diversity in ranking via resistive graph centers A Dubey, S Chakrabarti, C Bhattacharyya Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	17	2011
Efficient and accurate local learning for ranking S Banerjee, A Dubey, J Machchhar, S Chakrabarti SIGIR Workshop, 2009	16	2009
Learning pipelines with limited data and domain knowledge: A study in parsing physics problems M Sachan, KA Dubey, TM Mitchell, D Roth, EP Xing Advances in Neural Information Processing Systems 31, 140-151, 2018	15	2018
Parallel Markov Chain Monte Carlo for Pitman-Yor Mixture Models A Dubey, SA Williamson, EP Xing The Conference on Uncertainty in Artificial Intelligence (UAI) 2014, 2014	13	2014
Dependent nonparametric trees for dynamic hierarchical clustering Avinava Dubey, Qirong Ho, Sinead Williamson, Eric P. Xing Advances in Neural Information Processing Systems, 1152--1160, 2014	10*	2014
Large-scale distributed dependent nonparametric trees Z Hu, H Qirong, A Dubey, E Xing International Conference on Machine Learning, 1651-1659, 2015	9	2015

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