Avinava Dubey
Avinava Dubey
PhD student in MLD at CMU
Verified email at cs.cmu.edu - Homepage
TitleCited byYear
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
732012
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
692013
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
542013
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
382015
Bayesian nonparametric kernel-learning
JB Oliva, A Dubey, AG Wilson, B Póczos, J Schneider, EP Xing
Artificial Intelligence and Statistics, 1078-1086, 2016
342016
Variance reduction in stochastic gradient Langevin dynamics
KA Dubey, SJ Reddi, SA Williamson, B Poczos, AJ Smola, EP Xing
Advances in neural information processing systems, 1154-1162, 2016
312016
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
242010
Contextual explanation networks
M Al-Shedivat, A Dubey, EP Xing
arXiv preprint arXiv:1705.10301, 2017
232017
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
232014
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
162014
Estimating accuracy from unlabeled data: A bayesian approach
EA Platanios, A Dubey, T Mitchell
International Conference on Machine Learning, 1416-1425, 2016
142016
Efficient and accurate local learning for ranking
S Banerjee, A Dubey, J Machchhar, S Chakrabarti
SIGIR workshop: Learning to rank for information retrieval, 1-8, 2009
142009
Transformation Autoregressive Networks
JB Oliva, A Dubey, M Zaheer, B Póczos, R Salakhutdinov, EP Xing, ...
arXiv preprint arXiv:1801.09819, 2018
132018
Science question answering using instructional materials
M Sachan, A Dubey, EP Xing
arXiv preprint arXiv:1602.04375, 2016
122016
Diversity in ranking via resistive graph centers
A Dubey, S Chakrabarti, C Bhattacharyya
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
122011
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
92014
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
82014
From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems
M Sachan, A Dubey, E Xing
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
72017
Large-scale distributed dependent nonparametric trees
Z Hu, H Qirong, A Dubey, E Xing
International Conference on Machine Learning, 1651-1659, 2015
72015
Conditional models for non-smooth ranking loss functions
A Dubey, J Machchhar, C Bhattacharyya, S Chakrabarti
2009 Ninth IEEE International Conference on Data Mining, 129-138, 2009
62009
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Articles 1–20