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Gopinath Chennupati (గోపినాథ్ చెన్నుపాటి)
Gopinath Chennupati (గోపినాథ్ చెన్నుపాటి)
Applied Scientist, Amazon
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Title
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Year
On mixup training: Improved calibration and predictive uncertainty for deep neural networks
S Thulasidasan, G Chennupati, JA Bilmes, T Bhattacharya, S Michalak
Advances in neural information processing systems 32, 2019
5062019
Combating label noise in deep learning using abstention
S Thulasidasan, T Bhattacharya, J Bilmes, G Chennupati, J Mohd-Yusof
arXiv preprint arXiv:1905.10964, 2019
1852019
Quantum algorithm implementations for beginners
A Adedoyin, J Ambrosiano, P Anisimov, W Casper, G Chennupati, ...
arXiv preprint arXiv:1804.03719, 2018
1452018
Quantum algorithm implementations for beginners
PJ Coles, S Eidenbenz, S Pakin, A Adedoyin, J Ambrosiano, P Anisimov, ...
arXiv, arXiv: 1804.03719, 2018
1452018
Verified instruction-level energy consumption measurement for nvidia gpus
Y Arafa, A ElWazir, A ElKanishy, Y Aly, A Elsayed, AH Badawy, ...
Proceedings of the 17th ACM International Conference on Computing Frontiers …, 2020
412020
Ppt-gpu: Scalable gpu performance modeling
Y Arafa, AHA Badawy, G Chennupati, N Santhi, S Eidenbenz
IEEE Computer Architecture Letters 18 (1), 55-58, 2019
392019
Low overhead instruction latency characterization for nvidia gpgpus
Y Arafa, AHA Badawy, G Chennupati, N Santhi, S Eidenbenz
2019 IEEE High Performance Extreme Computing Conference (HPEC), 1-8, 2019
312019
An effective baseline for robustness to distributional shift
S Thulasidasan, S Thapa, S Dhaubhadel, G Chennupati, T Bhattacharya, ...
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
292021
Finding the number of latent topics with semantic non-negative matrix factorization
R Vangara, M Bhattarai, E Skau, G Chennupati, H Djidjev, T Tierney, ...
IEEE Access 9, 117217-117231, 2021
282021
Parallel application performance prediction using analysis based models and HPC simulations
MA Obaida, J Liu, G Chennupati, N Santhi, S Eidenbenz
Proceedings of the 2018 ACM SIGSIM Conference on Principles of Advanced …, 2018
232018
Distributed non-negative matrix factorization with determination of the number of latent features
G Chennupati, R Vangara, E Skau, H Djidjev, B Alexandrov
The Journal of Supercomputing 76, 7458-7488, 2020
222020
Hybrid, scalable, trace-driven performance modeling of GPGPUs
Y Arafa, AH Badawy, A ElWazir, A Barai, A Eker, G Chennupati, N Santhi, ...
Proceedings of the International Conference for High Performance Computing …, 2021
212021
Fast, accurate, and scalable memory modeling of GPGPUs using reuse profiles
Y Arafa, AH Badawy, G Chennupati, A Barai, N Santhi, S Eidenbenz
Proceedings of the 34th ACM International Conference on Supercomputing, 1-12, 2020
212020
Code characterization with graph convolutions and capsule networks
P Haridas, G Chennupati, N Santhi, P Romero, S Eidenbenz
IEEE Access 8, 136307-136315, 2020
202020
A scalable analytical memory model for CPU performance prediction
G Chennupati, N Santhi, R Bird, S Thulasidasan, AHA Badawy, S Misra, ...
High Performance Computing Systems. Performance Modeling, Benchmarking, and …, 2018
202018
An analytical memory hierarchy model for performance prediction
G Chennupati, N Santhi, S Eidenbenz, S Thulasidasan
2017 Winter Simulation Conference (WSC), 908-919, 2017
192017
Performance optimization of multi-core grammatical evolution generated parallel recursive programs
G Chennupati, RMA Azad, C Ryan
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
192015
Distributed non-negative tensor train decomposition
M Bhattarai, G Chennupati, E Skau, R Vangara, H Djidjev, BS Alexandrov
2020 IEEE High Performance Extreme Computing Conference (HPEC), 1-10, 2020
172020
Scalable performance prediction of codes with memory hierarchy and pipelines
G Chennupati, N Santhi, S Eidenbenz
Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced …, 2019
172019
Multi-core GE: automatic evolution of CPU based multi-core parallel programs
G Chennupati, RMA Azad, C Ryan
Proceedings of the 2014 conference companion on Genetic and evolutionary …, 2014
172014
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Articles 1–20