Rajesh Ranganath
Rajesh Ranganath
Assistant Professor, NYU
Verified email at cs.princeton.edu - Homepage
TitleCited byYear
Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations
H Lee, R Grosse, R Ranganath, AY Ng
Proceedings of the 26th annual international conference on machine learning …, 2009
22442009
Black box variational inference
R Ranganath, S Gerrish, D Blei
Artificial Intelligence and Statistics, 814-822, 2014
4942014
Unsupervised learning of hierarchical representations with convolutional deep belief networks
H Lee, R Grosse, R Ranganath, AY Ng
Communications of the ACM 54 (10), 95-103, 2011
3072011
Automatic differentiation variational inference
A Kucukelbir, D Tran, R Ranganath, A Gelman, DM Blei
The Journal of Machine Learning Research 18 (1), 430-474, 2017
2242017
Hierarchical variational models
R Ranganath, D Tran, D Blei
International Conference on Machine Learning, 324-333, 2016
1342016
Automatic variational inference in Stan
A Kucukelbir, R Ranganath, A Gelman, D Blei
Advances in neural information processing systems, 568-576, 2015
1302015
Backprop kf: Learning discriminative deterministic state estimators
T Haarnoja, A Ajay, S Levine, P Abbeel
Advances in Neural Information Processing Systems, 4376-4384, 2016
128*2016
Deep and hierarchical implicit models
D Tran, R Ranganath, DM Blei
arXiv preprint arXiv:1702.08896 7, 2017
118*2017
Deep exponential families
R Ranganath, L Tang, L Charlin, D Blei
Artificial Intelligence and Statistics, 762-771, 2015
972015
The variational Gaussian process
D Tran, R Ranganath, DM Blei
arXiv preprint arXiv:1511.06499, 2015
952015
The variational Gaussian process
D Tran, R Ranganath, DM Blei
arXiv preprint arXiv:1511.06499, 2015
952015
Extracting social meaning: Identifying interactional style in spoken conversation
D Jurafsky, R Ranganath, D McFarland
Proceedings of Human Language Technologies: The 2009 Annual Conference of …, 2009
862009
It's not you, it's me: detecting flirting and its misperception in speed-dates
R Ranganath, D Jurafsky, D McFarland
Proceedings of the 2009 Conference on Empirical Methods in Natural Language …, 2009
852009
Bayesian nonparametric poisson factorization for recommendation systems
P Gopalan, FJ Ruiz, R Ranganath, D Blei
Artificial Intelligence and Statistics, 275-283, 2014
802014
An adaptive learning rate for stochastic variational inference
R Ranganath, C Wang, B David, E Xing
International Conference on Machine Learning, 298-306, 2013
722013
Dynamic poisson factorization
L Charlin, R Ranganath, J McInerney, DM Blei
Proceedings of the 9th ACM Conference on Recommender Systems, 155-162, 2015
652015
Variational sequential monte carlo
CA Naesseth, SW Linderman, R Ranganath, DM Blei
arXiv preprint arXiv:1705.11140, 2017
632017
Deep survival analysis
R Ranganath, A Perotte, N Elhadad, D Blei
arXiv preprint arXiv:1608.02158, 2016
632016
Detecting friendly, flirtatious, awkward, and assertive speech in speed-dates
R Ranganath, D Jurafsky, DA McFarland
Computer Speech & Language 27 (1), 89-115, 2013
572013
Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis
A Perotte, R Ranganath, JS Hirsch, D Blei, N Elhadad
Journal of the American Medical Informatics Association 22 (4), 872-880, 2015
452015
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