Follow
Mohammad Hossein Samavatian
Mohammad Hossein Samavatian
ML research scientist
Verified email at meta.com - Homepage
Title
Cited by
Cited by
Year
Accident risk prediction based on heterogeneous sparse data: New dataset and insights
S Moosavi, MH Samavatian, S Parthasarathy, R Teodorescu, R Ramnath
Proceedings of the 27th ACM SIGSPATIAL international conference on advances …, 2019
1192019
Adaptive parallel execution of deep neural networks on heterogeneous edge devices
L Zhou, MH Samavatian, A Bacha, S Majumdar, R Teodorescu
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 195-208, 2019
812019
A countrywide traffic accident dataset
S Moosavi, MH Samavatian, S Parthasarathy, R Ramnath
arXiv preprint arXiv:1906.05409, 2019
702019
Short and long-term pattern discovery over large-scale geo-spatiotemporal data
S Moosavi, MH Samavatian, A Nandi, S Parthasarathy, R Ramnath
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
502019
An efficient STT-RAM last level cache architecture for GPUs
MH Samavatian, H Abbasitabar, M Arjomand, H Sarbazi-Azad
Proceedings of the 51st Annual Design Automation Conference, 1-6, 2014
442014
Architecting the last-level cache for GPUs using STT-RAM technology
MH Samavatian, M Arjomand, R Bashizade, H Sarbazi-Azad
ACM Transactions on Design Automation of Electronic Systems (TODAES) 20 (4 …, 2015
162015
Reducing power consumption of GPGPUs through instruction reordering
H Aghilinasab, M Sadrosadati, MH Samavatian, H Sarbazi-Azad
Proceedings of the 2016 international symposium on low power electronics and …, 2016
152016
Rnnfast: An accelerator for recurrent neural networks using domain-wall memory
MH Samavatian, A Bacha, L Zhou, R Teodorescu
ACM Journal on Emerging Technologies in Computing Systems (JETC) 16 (4), 1-27, 2020
132020
Automatic translation of quantum circuits to optimized one-way quantum computation patterns
M Houshmand, M Saheb Zamani, M Sedighi, MH Samavatian
Quantum information processing 13 (11), 2463-2482, 2014
72014
Hasi: Hardware-accelerated stochastic inference, a defense against adversarial machine learning attacks
MH Samavatian, S Majumdar, K Barber, R Teodorescu
arXiv preprint arXiv:2106.05825, 2021
62021
A countrywide traffic accident dataset. arXiv 2019
S Moosavi, MH Samavatian, S Parthasarathy, R Ramnath
arXiv preprint arXiv:1906.05409, 1906
61906
Extracting one-way quantum computation patterns from quantum circuits
M Houshmand, MH Samavatian, MS Zamani, M Sedighi
The 16th CSI International Symposium on Computer Architecture and Digital …, 2012
52012
Using undervolting as an on-device defense against adversarial machine learning attacks
S Majumdar, MH Samavatian, K Barber, R Teodorescu
2021 IEEE International Symposium on Hardware Oriented Security and Trust …, 2021
42021
DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning
MH Samavatian, S Majumdar, K Barber, R Teodorescu
arXiv preprint arXiv:2208.00498, 2022
12022
ASHA: An adaptive shared-memory sharing architecture for multi-programmed GPUs
H Abbasitabar, MH Samavatian, H Sarbazi-Azad
Microprocessors and Microsystems 46, 264-273, 2016
12016
Characterizing Side-Channel Leakage of DNN Classifiers though Performance Counters
S Majumdar, MH Samavatian, R Teodorescu
2022 IEEE International Symposium on Hardware Oriented Security and Trust …, 2022
2022
Accelerator Architecture for Secure and Energy Efficient Machine learning
MH Samavatian
The Ohio State University, 2022
2022
The system can't perform the operation now. Try again later.
Articles 1–17