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Kumar Avinava Dubey
Kumar Avinava Dubey
Research Scientist, Google Research
Verified email at google.com
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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
5472020
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
1272012
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
812016
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
752015
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
742013
Contextual Explanation Networks.
M Al-Shedivat, A Dubey, EP Xing
J. Mach. Learn. Res. 21, 194:1-194:44, 2020
722020
Transformation Autoregressive Networks
JB Oliva, A Dubey, M Zaheer, B Póczos, R Salakhutdinov, EP Xing, ...
arXiv preprint arXiv:1801.09819, 2018
672018
Bayesian nonparametric kernel-learning
JB Oliva, A Dubey, AG Wilson, B Póczos, J Schneider, EP Xing
Artificial intelligence and statistics, 1078-1086, 2016
652016
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
292014
Estimating accuracy from unlabeled data: A bayesian approach
EA Platanios, A Dubey, T Mitchell
International Conference on Machine Learning, 1416-1425, 2016
282016
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
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
142017
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
14*2014
Systems and methods for interactive clustering
I Bhattacharya, KA Dubey, SR Godbole
US Patent 8,346,772, 2013
142013
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