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Satpreet H. Singh
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Year
Emergent behaviour and neural dynamics in artificial agents tracking odour plumes
SH Singh, F van Breugel, RPN Rao, BW Brunton
Nature machine intelligence 5 (1), 58-70, 2023
41*2023
Hydro-NEXRAD-2: Real-time access to customized radar-rainfall for hydrologic applications
WF Krajewski, A Kruger, S Singh, BC Seo, JA Smith
Journal of hydroinformatics 15 (2), 580-590, 2013
312013
Creation of job profiles using job titles and job functions
V Goel, S Sundaresh, SH Singh
US Patent App. 14/300,302, 2015
142015
AJILE12: Long-term naturalistic human intracranial neural recordings and pose
SM Peterson, SH Singh, B Dichter, M Scheid, RPN Rao, BW Brunton
Scientific data 9 (1), 184, 2022
132022
Behavioral and neural variability of naturalistic arm movements
SM Peterson*, SH Singh*, NXR Wang, RPN Rao, BW Brunton
Eneuro 8 (3), 2021
122021
Mining naturalistic human behaviors in long-term video and neural recordings
SH Singh, SM Peterson, RPN Rao, BW Brunton
Journal of Neuroscience Methods 358, 109199, 2021
11*2021
Job recommendation engine using a company employee profile
V Goel, S Sundaresh, SH Singh
US Patent App. 14/300,297, 2015
92015
Using large data sets to improve candidate analysis in social networking applications
SH Singh, S Sundaresh
US Patent App. 14/662,007, 2016
82016
Techniques for providing insights relating to job postings
SH Singh, NI Lytkin
US Patent 9,946,994, 2018
72018
Cerenkov: Computational elucidation of the regulatory noncoding variome
Y Yao, Z Liu, S Singh, Q Wei, SA Ramsey
Proceedings of the 8th ACM International Conference on Bioinformatics …, 2017
52017
Applicant analytics for a multiuser social networking system
SH Singh, S Sundaresh
US Patent App. 14/581,489, 2016
42016
RACER: An LLM-powered Methodology for Scalable Analysis of Semi-structured Mental Health Interviews
SH Singh, K Jiang, K Bhasin, A Sabharwal, N Moukaddam, AB Patel
arXiv preprint arXiv:2402.02656, 2024
22024
Understanding biological plume tracking behavior using deep reinforcement-learning
SH Singh, F van Breugel, RPN Rao, BW Brunton
Artificial Life Conference Proceedings 32, 750-752, 2020
22020
A multimodal deep learning tool for detection of junctional ectopic tachycardia in children with congenital heart disease
Y Ju, JLS Waugh, S Singh, CG Rusin, AB Patel, PN Jain
Heart Rhythm O2, 2024
12024
A Non-Negative Matrix Factorization Game
SH Singh
Gamification and Multiagent Solutions Workshop (ICLR 2022), 2022
12022
A system for generation of near real-time feeds of user-customized hydrometeorology data-products from NEXRAD radar-data
SH Singh
The University of Iowa, 2010
12010
Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks
A Huang, SH Singh, K Rajan
arXiv preprint arXiv:2410.03972, 2024
2024
3045–MOLECULAR EVOLUTION OF MEASURABLE RESIDUAL DISEASE IN MYELODYSPLASTIC SYNDROMES
YH Chen, J Lee, M Zhuang, T Bi, Y Lagisetty, S Singh, A Velarde, H Yang, ...
Experimental Hematology 137, 104367, 2024
2024
Understanding biological active sensing behaviors by interpreting learned artificial agent policies
S Johnson-Yu, SH Singh, F Pedraja, D Turcu, P Sharma, N Saphra, ...
Workshop on Interpretable Policies in Reinforcement Learning@ RLC-2024, 2024
2024
Learning Dynamics and the Geometry of Neural Dynamics in Recurrent Neural Controllers
A Huang, SH Singh, K Rajan
Workshop on Interpretable Policies in Reinforcement Learning@ RLC-2024, 2024
2024
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