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Pranav Subramani
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Year
Enabling Fast Differentially Private SGD via Just-in-Time Compilation and Vectorization
P Subramani, N Vadivelu, G Kamath
arXiv preprint arXiv:2010.09063, 2020
712020
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
562019
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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Articles 1–3