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Pranav Subramani
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Enabling fast differentially private sgd via just-in-time compilation and vectorization
P Subramani, N Vadivelu, G Kamath
Advances in Neural Information Processing Systems 34, 26409-26421, 2021
732021
SPFlow: An easy and extensible library for deep probabilistic learning using sum-product networks
A Molina, A Vergari, K Stelzner, R Peharz, P Subramani, N Di Mauro, ...
arXiv preprint arXiv:1901.03704, 2019
582019
A particle filter method of inference for stochastic differential equations
P Subramani
University of Waterloo, 2022
12022
Exact and Efficient Adversarial Robustness with Decomposable Neural Networks
PS Subramani, G Kamath, R Peharz
The 4th Workshop on Tractable Probabilistic Modeling, 2021
2021
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