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Cited by
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Since 2019
Citations
148
148
h-index
2
2
i10-index
2
2
0
44
22
2019
2020
2021
2022
2023
2024
7
10
31
44
35
20
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Co-authors
Gautam Kamath
Assistant Professor @ University of Waterloo, Faculty Member @ Vector Institute
Verified email at uwaterloo.ca
Robert Peharz
Assistant Professor of AI, TU Graz
Verified email at tugraz.at
Nicola Di Mauro
Associate Professor of Computer Science, University of Bari
Verified email at uniba.it
Karl Stelzner
TU Darmstadt
Verified email at cs.tu-darmstadt.de
Alejandro Molina
Amazon
Verified email at amazon.com
Antonio Vergari
Reader (Associate Professor), University of Edinburgh, UK
Verified email at ed.ac.uk
Kristian Kersting
Professor of AI & ML, TU Darmstadt, Co-Director hessian.ai, DFKI, Germany, CAIRNE & ELLIS
Verified email at cs.tu-darmstadt.de
Pascal Poupart
University of Waterloo
Verified email at uwaterloo.ca
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Pranav Subramani
Graduate Student,
University Of Waterloo
Verified email at uwaterloo.ca -
Homepage
Machine Learning
Bayesian Inference
Differential Privacy
Approximate Inference
High Dimensional Statistics
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Year
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
83
2021
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
64
2019
A particle filter method of inference for stochastic differential equations
P Subramani
University of Waterloo
, 2022
1
2022
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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