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Neeraj Pradhan
Neeraj Pradhan
Uber AI Labs
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Title
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Cited by
Year
Pyro: Deep universal probabilistic programming
E Bingham, JP Chen, M Jankowiak, F Obermeyer, N Pradhan, ...
Journal of machine learning research 20 (28), 1-6, 2019
11782019
Composable effects for flexible and accelerated probabilistic programming in NumPyro
D Phan, N Pradhan, M Jankowiak
arXiv preprint arXiv:1912.11554, 2019
2552019
Composable effects for flexible and accelerated probabilistic programming in NumPyro. arXiv 2019
D Phan, N Pradhan, M Jankowiak
arXiv preprint arXiv:1912.11554, 0
19
Tensor variable elimination for plated factor graphs
F Obermeyer, E Bingham, M Jankowiak, N Pradhan, J Chiu, A Rush, ...
International Conference on Machine Learning, 4871-4880, 2019
162019
Modular organization enhances the robustness of attractor network dynamics
N Pradhan, S Dasgupta, S Sinha
Europhysics Letters 94 (3), 38004, 2011
162011
Composable effects for flexible and accelerated probabilistic programming in NumPyro. arxiv. 2019 doi: 10.48550
D Phan, N Pradhan, M Jankowiak
arXiv, 1912
161912
Big data gathering and mining pipelines for CRM using open-source
K Li, V Deolalikar, N Pradhan
2015 IEEE International Conference on Big Data (Big Data), 2936-2938, 2015
142015
Mining lifestyle personas at scale in e-commerce
K Li, V Deolalikar, N Pradhan
2015 IEEE International Conference on Big Data (Big Data), 1254-1261, 2015
72015
Atypical queries in ecommerce
N Pradhan, V Deolalikar, K Li
Proceedings of the 24th ACM International on Conference on Information and …, 2015
62015
Islands of interest: Mining concentrations of user search intent over e-commerce product categories
N Pradhan, V Deolalikar, D Singh
2018 IEEE International Conference on Big Data (Big Data), 3717-3722, 2018
52018
Pyro: Deep probabilistic programming
B Eli, JP Chen, M Jankowiak, T Karaletsos, F Obermeyer, N Pradhan, ...
32017
At-speed testing of asynchronous reset de-assertion faults
A Jain, M Jalasutram, S Vooka, P Nair, N Pradhan
2012 25th International Conference on VLSI Design, 358-363, 2012
22012
pyro: Deep universal probabilistic programming with Python and PyTorch
E Bingham, JP Chen, M Jankowiak, F Obermeyer, N Pradhan, ...
Astrophysics Source Code Library, ascl: 2110.016, 2021
2021
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