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Saurabh Raje
Saurabh Raje
在 umail.utah.edu 的电子邮件经过验证 - 首页
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Power-bert: Accelerating bert inference via progressive word-vector elimination
S Goyal, AR Choudhury, S Raje, V Chakaravarthy, Y Sabharwal, A Verma
International Conference on Machine Learning, 3690-3699, 2020
742020
Decentralised firewall for malware detection
S Raje, S Vaderia, N Wilson, R Panigrahi
2017 International conference on advances in computing, communication and …, 2017
322017
Efficient scaling of dynamic graph neural networks
VT Chakaravarthy, SS Pandian, S Raje, Y Sabharwal, T Suzumura, ...
Proceedings of the International Conference for High Performance Computing …, 2021
192021
On optimizing distributed non-negative tucker decomposition
VT Chakaravarthy, SS Pandian, S Raje, Y Sabharwal
Proceedings of the ACM International Conference on Supercomputing, 238-249, 2019
82019
Sparsity-aware tensor decomposition
SE Kurt, S Raje, A Sukumaran-Rajam, P Sadayappan
2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2022
62022
Development of on board computer for a nanosatellite
S Raje, A Goel, S Sharma, K Aggarwal, D Mantri, T Kumar
arXiv preprint arXiv:1911.11225, 2019
52019
Accelerating inference of neural network models via dynamic early exits
SM Raje, S Goyal, AR Choudhury, Y Sabharwal, A Verma
US Patent App. 17/307,501, 2022
22022
Input ordering neural network decomposition
VT Chakaravarthy, AR Choudhury, S Goyal, SM Raje, Y Sabharwal, ...
US Patent App. 17/026,589, 2022
22022
Training of deep learning pipelines on memory-constrained gpus via segmented fused-tiled execution
Y Xu, S Raje, A Rountev, G Sabin, A Sukumaran-Rajam, P Sadayappan
Proceedings of the 31st ACM SIGPLAN International Conference on Compiler …, 2022
22022
Hyperaspo: Fusion of model and hyper parameter optimization for multi-objective machine learning
A Kannan, AR Choudhury, V Saxena, S Raje, P Ram, A Verma, ...
2021 IEEE International Conference on Big Data (Big Data), 790-800, 2021
22021
A rapid prototyping approach for High Performance Density-based clustering
S Islam, S Balasubramaniam, P Goyal, A Sultana, L Bhutani, S Raje, ...
2019 IEEE International Conference on Data Science and Advanced Analytics …, 2019
22019
In-Loop Simulation of Attitude Control of a Nanosatellite
VJ Badami, K Aggarwal, S Sharma, SM Raie, T Goyal
2019 IEEE Aerospace Conference, 1-9, 2019
22019
CoNST: Code Generator for Sparse Tensor Networks
S Raje, Y Xu, A Rountev, EF Valeev, S Sadayappan
arXiv preprint arXiv:2401.04836, 2024
12024
Accelerating inference of transformer-based models
S Goyal, AR Choudhury, SM Raje, VT Chakaravarthy, Y Sabharwal, ...
US Patent 11,763,082, 2023
2023
Multi-objective machine learning with model and hyperparameter optimization fusion
A Kannan, V Saxena, AR Choudhury, Y Sabharwal, P Ram, A Verma, ...
US Patent App. 17/470,763, 2023
2023
Multi-objective automated machine learning
V Saxena, A Kannan, SM Raje, P Ram, Y Sabharwal, A Verma
US Patent App. 17/115,673, 2022
2022
Kvik: A task based middleware with composable scheduling policies
S Raje, F Wagner
arXiv preprint arXiv:2009.05504, 2020
2020
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