Avinava Dubey
Avinava Dubey
PhD student in MLD at CMU
Verified email at cs.cmu.edu - Homepage
Title
Cited by
Cited by
Year
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
932012
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
792013
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
612013
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
462015
Bayesian nonparametric kernel-learning
JB Oliva, A Dubey, AG Wilson, B Póczos, J Schneider, EP Xing
Artificial Intelligence and Statistics, 1078-1086, 2016
452016
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
442016
Transformation Autoregressive Networks
JB Oliva, A Dubey, M Zaheer, B Póczos, R Salakhutdinov, EP Xing, ...
arXiv preprint arXiv:1801.09819, 2018
332018
Contextual explanation networks
M Al-Shedivat, A Dubey, EP Xing
arXiv preprint arXiv:1705.10301, 2017
322017
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
302010
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
242014
Science question answering using instructional materials
M Sachan, A Dubey, EP Xing
arXiv preprint arXiv:1602.04375, 2016
192016
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
192014
Estimating accuracy from unlabeled data: A bayesian approach
EA Platanios, A Dubey, T Mitchell
International Conference on Machine Learning, 1416-1425, 2016
182016
Diversity in ranking via resistive graph centers
A Dubey, S Chakrabarti, C Bhattacharyya
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
152011
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
152009
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
112014
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
92014
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, 140-151, 2018
82018
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
62015
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Articles 1–20