Gaurav Gupta

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Paul BogdanAssociate Professor, University of Southern California在 usc.edu 的電子郵件地址已通過驗證
Kapil GulatiQualcomm Research在 qti.qualcomm.com 的電子郵件地址已通過驗證
Xiongye XiaoPhD Candidate, University of Southern California在 usc.edu 的電子郵件地址已通過驗證
Sérgio PequitoInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ Lisboa在 tecnico.ulisboa.pt 的電子郵件地址已通過驗證
Chenzhong YinPhD at University of Southern California在 usc.edu 的電子郵件地址已通過驗證
Meghana KshirsagarMicrosoft, AI for Good在 microsoft.com 的電子郵件地址已通過驗證
Juan M. Lavista FerresChief Scientist and Lab Director, Microsoft AI for Good Research Lab在 microsoft.com 的電子郵件地址已通過驗證
Shahrzad GholamiPhD, Senior Research Scientist | Microsoft AI for Good Research Lab在 microsoft.com 的電子郵件地址已通過驗證
Radu BalanProfessor of Applied Mathematics, University of Maryland在 math.umd.edu 的電子郵件地址已通過驗證
Ajit ChaturvediIIT Kanpur在 iitk.ac.in 的電子郵件地址已通過驗證
Jun (Luke) HuanAWS AI Labs在 amazon.com 的電子郵件地址已通過驗證
James Boedicker在 usc.edu 的電子郵件地址已通過驗證
Valeriu BalabanPh.D. Student, University of California在 usc.edu 的電子郵件地址已通過驗證
Ruochen YangPhD @ University of Southern California在 usc.edu 的電子郵件地址已通過驗證
Mihai UDRESCUPolitehnica University of Timisoara在 cs.upt.ro 的電子郵件地址已通過驗證
David ManninoCOPD Foundation and University of Kentucky在 UKY.EDU 的電子郵件地址已通過驗證
Kamiar AsgariEE PhD Student University of Southern California在 usc.edu 的電子郵件地址已通過驗證
Jyotirmoy V. DeshmukhAssociate Professor, University of Southern California在 usc.edu 的電子郵件地址已通過驗證
Roozbeh KianiNew York University在 nyu.edu 的電子郵件地址已通過驗證
Justin S RhodesProfessor, University of Illinois在 illinois.edu 的電子郵件地址已通過驗證

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Gaurav Gupta

Senior Scientist, AWS-AI

在 usc.edu 的電子郵件地址已通過驗證 - 首頁

machine learning LLMs sequence models PDEs


標題按引用次數排序按年份排序按標題排序	引用次數引用次數	年份
Multiwavelet-based operator learning for differential equations G Gupta, X Xiao, P Bogdan Advances in neural information processing systems 34, 24048-24062, 2021	206	2021
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	104	2021
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	51	2023
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	51	2018
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	50	2018
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	45	2022
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	42	2018
Learning latent fractional dynamics with unknown unknowns G Gupta, S Pequito, P Bogdan 2019 American Control Conference (ACC), 217-222, 2019	32	2019
Guiding continuous operator learning through physics-based boundary constraints N Saad, G Gupta, S Alizadeh, DC Maddix arXiv preprint arXiv:2212.07477, 2022	25	2022
Congestion control for LTE-V2V K Gulati, G Gupta, S Patil, M Papaleo US Patent 10,447,596, 2019	25	2019
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	24	2023
Non-linear operator approximations for initial value problems G Gupta, X Xiao, R Balan, P Bogdan International Conference on Learning Representations (ICLR), 2022	20	2022
Congestion control for LTE-V2V K Gulati, G Gupta, S Patil, M Papaleo US Patent 10,567,286, 2020	20	2020
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	20	2019
User selection in MIMO interfering broadcast channels G Gupta, AK Chaturvedi IEEE transactions on communications 62 (5), 1568-1576, 2014	17	2014
Detection of technologies for coexistence S Patil, K Gulati, G Gupta US Patent 10,708,751, 2020	16	2020
DSRC-LTE V2V co-channel long term coexistence K Gulati, S Patil, G Gupta, SK Baghel, M Papaleo US Patent 10,477,371, 2019	16	2019
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	13	2020
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	12	2021
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	10	2023

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