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Kumar Avinava Dubey
Kumar Avinava Dubey
Research Scientist, Google Research
Verified email at google.com
Title
Cited by
Cited by
Year
Big bird: Transformers for longer sequences
M Zaheer, G Guruganesh, KA Dubey, J Ainslie, C Alberti, S Ontanon, ...
Advances in Neural Information Processing Systems 33, 17283-17297, 2020
4862020
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
1252012
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
952013
Variance reduction in stochastic gradient Langevin dynamics
KA Dubey, S J Reddi, SA Williamson, B Poczos, AJ Smola, EP Xing
Advances in neural information processing systems 29, 2016
772016
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
742015
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
732013
Contextual Explanation Networks.
M Al-Shedivat, A Dubey, EP Xing
J. Mach. Learn. Res. 21, 194:1-194:44, 2020
702020
Transformation Autoregressive Networks
JB Oliva, A Dubey, M Zaheer, B Póczos, R Salakhutdinov, EP Xing, ...
arXiv preprint arXiv:1801.09819, 2018
632018
Bayesian nonparametric kernel-learning
JB Oliva, A Dubey, AG Wilson, B Póczos, J Schneider, EP Xing
Artificial intelligence and statistics, 1078-1086, 2016
622016
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
412010
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
302014
Estimating accuracy from unlabeled data: A bayesian approach
EA Platanios, A Dubey, T Mitchell
International Conference on Machine Learning, 1416-1425, 2016
272016
Science question answering using instructional materials
M Sachan, A Dubey, EP Xing
arXiv preprint arXiv:1602.04375, 2016
262016
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
212014
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, 2018
192018
Diversity in ranking via resistive graph centers
A Dubey, S Chakrabarti, C Bhattacharyya
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
182011
Efficient and accurate local learning for ranking
S Banerjee, A Dubey, J Machchhar, S Chakrabarti
SIGIR Workshop, 2009
162009
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
15*2014
Systems and methods for interactive clustering
I Bhattacharya, KA Dubey, SR Godbole
US Patent 8,346,772, 2013
142013
Large-scale distributed dependent nonparametric trees
Z Hu, H Qirong, A Dubey, E Xing
International Conference on Machine Learning, 1651-1659, 2015
122015
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