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Dr. Vinu Joseph
Dr. Vinu Joseph
Cryptography Researcher at NVIDIA Research California
nvidia.com의 이메일 확인됨
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Going beyond classification accuracy metrics in model compression
V Joseph, SA Siddiqui, A Bhaskara, G Gopalakrishnan, S Muralidharan, ...
arXiv preprint arXiv:2012.01604, 2020
18*2020
A programmable approach to neural network compression
V Joseph, GL Gopalakrishnan, S Muralidharan, M Garland, A Garg
IEEE Micro 40 (5), 17-25, 2020
182020
A programmable approach to model compression
V Joseph, S Muralidharan, A Garg, M Garland, G Gopalakrishnan
arXiv preprint arXiv:1911.02497, 2019
132019
Correctness-preserving compression of datasets and neural network models
V Joseph, N Chalapathi, A Bhaskara, G Gopalakrishnan, P Panchekha, ...
2020 IEEE/ACM 4th International Workshop on Software Correctness for HPC …, 2020
72020
Bayesian optimization of sparsity ratios in model compression
S Muralidharan, V Joseph, G Animesh, M Garland
US Patent App. 16/785,044, 2021
42021
Message scheduling for performant, many-core belief propagation
M Van der Merwe, V Joseph, G Gopalakrishnan
2019 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2019
42019
MADONNA: A Framework for Energy Measurements and Assistance in Designing Low Power Deep Neural Networks
V Joseph, C Nagarajan
32020
Accelerated Encrypted Execution of General-Purpose Applications.
C Gouert, V Joseph, S Dalton, C Augonnet, M Garland, NG Tsoutsos
IACR Cryptol. ePrint Arch. 2023, 641, 2023
22023
Programmable Neural Network Compression with Correctness Emphasis
V Joseph
The University of Utah, 2021
22021
ArctyrEX: Accelerated Encrypted Execution of General-Purpose Applications
C Gouert, V Joseph, S Dalton, C Augonnet, M Garland, NG Tsoutsos
arXiv preprint arXiv:2306.11006, 2023
12023
Understanding the Effect of the Long Tail on Neural Network Compression
H Dam, V Joseph, A Bhaskara, G Gopalakrishna, S Muralidharan, ...
arXiv preprint arXiv:2306.06238, 2023
12023
Message Scheduling for Performant, Many-Core Belief Propagation
MV Merwe, V Joseph, G Gopalakrishnan
Message Scheduling for Performant, Many-Core Belief Propagation, 2019
2019
Correctness 2022 Workshop Organization
I Laguna–LLNL, CRGUC Davis, V Joseph, S Mukherjee, S Pollard
LIFE SCIENCE EDGE
VG Joseph, B Sunil, MS Sheeja, R Prathipa, VN Shetty, GS Prabhakara, ...
A Programming System for Model Compression
V Joseph, S Muralidharan, A Garg, M Garland, G Gopalakrishnan
Predicting Reproducibility of Floating-Point Code
M Bentley, V Joseph
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