Kumar Avinava Dubey
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Big bird: Transformers for longer sequences
M Zaheer, G Guruganesh, A Dubey, J Ainslie, C Alberti, S Ontanon, ...
arXiv preprint arXiv:2007.14062, 2020
1142020
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
1132012
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
882013
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
672013
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
642016
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
632015
Contextual Explanation Networks.
M Al-Shedivat, A Dubey, EP Xing
J. Mach. Learn. Res. 21, 194:1-194:44, 2020
512020
Bayesian nonparametric kernel-learning
JB Oliva, A Dubey, AG Wilson, B Póczos, J Schneider, EP Xing
Artificial Intelligence and Statistics, 1078-1086, 2016
502016
Transformation Autoregressive Networks
JB Oliva, A Dubey, M Zaheer, B Póczos, R Salakhutdinov, EP Xing, ...
arXiv preprint arXiv:1801.09819, 2018
472018
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
382010
Science question answering using instructional materials
M Sachan, A Dubey, EP Xing
arXiv preprint arXiv:1602.04375, 2016
272016
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
272014
Estimating accuracy from unlabeled data: A bayesian approach
EA Platanios, A Dubey, T Mitchell
International Conference on Machine Learning, 1416-1425, 2016
222016
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
202014
Diversity in ranking via resistive graph centers
A Dubey, S Chakrabarti, C Bhattacharyya
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
172011
Efficient and accurate local learning for ranking
S Banerjee, A Dubey, J Machchhar, S Chakrabarti
SIGIR Workshop, 2009
162009
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
152018
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
132014
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
11*2014
Large-scale distributed dependent nonparametric trees
Z Hu, H Qirong, A Dubey, E Xing
International Conference on Machine Learning, 1651-1659, 2015
102015
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Artiklar 1–20