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Gaurav Gupta
Gaurav Gupta
Senior Scientist, AWS-AI
Verifisert e-postadresse på usc.edu - Startside
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Multiwavelet-based operator learning for differential equations
G Gupta, X Xiao, P Bogdan
Advances in neural information processing systems 34, 24048-24062, 2021
2102021
Comparing recurrent convolutional neural networks for large scale bird species classification
G Gupta, M Kshirsagar, M Zhong, S Gholami, JL Ferres
Scientific reports 11 (1), 17085, 2021
1062021
Dealing with unknown unknowns: Identification and selection of minimal sensing for fractional dynamics with unknown inputs
G Gupta, S Pequito, P Bogdan
2018 Annual American Control Conference (ACC), 2814-2820, 2018
522018
Re-thinking EEG-based non-invasive brain interfaces: Modeling and analysis
G Gupta, S Pequito, P Bogdan
2018 ACM/IEEE 9th International Conference on Cyber-Physical Systems (ICCPS …, 2018
512018
Learning physical models that can respect conservation laws
D Hansen, DC Maddix, S Alizadeh, G Gupta, MW Mahoney
International Conference on Machine Learning, 12469-12510, 2023
502023
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
X Zhang, X Jin, K Gopalswamy, G Gupta, Y Park, X Shi, H Wang, ...
NeurIPS'22 Workshop on All Things Attention: Bridging Different Perspectives …, 2022
482022
Quantifying emergence and self-organisation of Enterobacter cloacae microbial communities
V Balaban, S Lim, G Gupta, J Boedicker, P Bogdan
Scientific reports 8 (1), 12416, 2018
412018
Learning latent fractional dynamics with unknown unknowns
G Gupta, S Pequito, P Bogdan
2019 American Control Conference (ACC), 217-222, 2019
322019
Congestion control for LTE-V2V
K Gulati, G Gupta, S Patil, M Papaleo
US Patent 10,447,596, 2019
252019
Guiding continuous operator learning through physics-based boundary constraints
N Saad, G Gupta, S Alizadeh, DC Maddix
arXiv preprint arXiv:2212.07477, 2022
242022
Fractional dynamics foster deep learning of COPD stage prediction
C Yin, M Udrescu, G Gupta, M Cheng, A Lihu, L Udrescu, P Bogdan, ...
Advanced Science 10 (12), 2203485, 2023
232023
Congestion control for LTE-V2V
K Gulati, G Gupta, S Patil, M Papaleo
US Patent 10,567,286, 2020
212020
Non-linear operator approximations for initial value problems
G Gupta, X Xiao, R Balan, P Bogdan
International Conference on Learning Representations (ICLR), 2022
202022
Multi-technology coexistence in the unlicensed intelligent transportation service spectrum
K Gulati, G Gupta, S Patil, DP Malladi, SK Baghel, M Papaleo
US Patent 10,375,713, 2019
192019
User selection in MIMO interfering broadcast channels
G Gupta, AK Chaturvedi
IEEE transactions on communications 62 (5), 1568-1576, 2014
172014
Detection of technologies for coexistence
S Patil, K Gulati, G Gupta
US Patent 10,708,751, 2020
162020
DSRC-LTE V2V co-channel long term coexistence
K Gulati, S Patil, G Gupta, SK Baghel, M Papaleo
US Patent 10,477,371, 2019
162019
Identifying arguments of space-time fractional diffusion: data-driven approach
MR Znaidi, G Gupta, K Asgari, P Bogdan
Frontiers in Applied Mathematics and Statistics 6, 14, 2020
132020
Non-markovian reinforcement learning using fractional dynamics
G Gupta, C Yin, JV Deshmukh, P Bogdan
2021 60th IEEE Conference on Decision and Control (CDC), 1542-1547, 2021
122021
Coupled multiwavelet neural operator learning for coupled partial differential equations
X Xiao, D Cao, R Yang, G Gupta, G Liu, C Yin, R Balan, P Bogdan
arXiv preprint arXiv:2303.02304, 2023
102023
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Artikler 1–20