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Kshitij Tayal
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Artificial intelligence for modeling complex systems: taming the complexity of expert models to improve decision making
Y Gil, D Garijo, D Khider, CA Knoblock, V Ratnakar, M Osorio, H Vargas, ...
ACM Transactions on Interactive Intelligent Systems 11 (2), 1-49, 2021
342021
Cognitive-biometric recognition from language usage: A feasibility study
N Pokhriyal, K Tayal, I Nwogu, V Govindaraju
IEEE Transactions on Information Forensics and Security 12 (1), 134-143, 2016
322016
Sequence alignment on directed graphs
VNS Kavya, K Tayal, R Srinivasan, N Sivadasan
Journal of Computational Biology 26 (1), 53-67, 2019
292019
Regionalization in a global hydrologic deep learning model: from physical descriptors to random vectors
X Li, A Khandelwal, X Jia, K Cutler, R Ghosh, A Renganathan, S Xu, ...
Water Resources Research 58 (8), e2021WR031794, 2022
242022
Short Text Classification using Graph Convolutional Network
K Tayal, N Rao, S Agrawal, K Subbian
NIPS workshop on Graph Representation Learning, 2019
20*2019
Robust inverse framework using knowledge-guided self-supervised learning: An application to hydrology
R Ghosh, A Renganathan, K Tayal, X Li, A Khandelwal, X Jia, C Duffy, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
192022
Inverse Problems, Deep Learning, and Symmetry Breaking
K Tayal, CH Lai, V Kumar, J Sun
arXiv preprint arXiv:2003.09077, 2020
182020
Inverse Problems, Deep Learning, and Symmetry Breaking
K Tayal, CH Lai, M Raunak, V Kumar, J Sun
ICML workshop on ML Interpretability for Scientific Discovery, 2020
182020
End-to-End Learning for Phase Retrieval
R Manekar, K Tayal, V Kumar, J Sun
ICML workshop on ML Interpretability for Scientific Discovery, 2020
182020
Deep learning initialized phase retrieval
R Manekar, Z Zhuang, K Tayal, V Kumar, J Sun
NeurIPS 2020 Workshop on Deep Learning and Inverse Problems, 2020
152020
Particle swarm optimization trained class association rule mining: Application to phishing detection
K Tayal, V Ravi
Proceedings of the International Conference on Informatics and Analytics, 1-8, 2016
152016
Fuzzy association rule mining using binary particle swarm optimization: Application to cyber fraud analytics
K Tayal, V Ravi
2015 IEEE International Conference on Computational Intelligence and …, 2015
132015
Regularized graph convolutional networks for short text classification
K Tayal, N Rao, S Agarwal, X Jia, K Subbian, V Kumar
Proceedings of the 28th International Conference on Computational …, 2020
122020
Model-agnostic methods for text classification with inherent noise
K Tayal, R Ghosh, V Kumar
Proceedings of the 28th international conference on computational …, 2020
92020
Unlocking inverse problems using deep learning: Breaking symmetries in phase retrieval
K Tayal, CH Lai, R Manekar, Z Zhuang, V Kumar, J Sun
NeurIPS 2020 Workshop on Deep Learning and Inverse Problems, 2020
92020
Invertibility aware integration of static and time-series data: An application to lake temperature modeling
K Tayal, X Jia, R Ghosh, J Willard, J Read, V Kumar
Proceedings of the 2022 SIAM international conference on data mining (SDM …, 2022
82022
Meta-transfer learning: An application to streamflow modeling in river-streams
R Ghosh, B Li, K Tayal, V Kumar, X Jia
2022 IEEE International Conference on Data Mining (ICDM), 161-170, 2022
62022
Phase retrieval using single-instance deep generative prior
K Tayal, R Manekar, Z Zhuang, D Yang, V Kumar, F Hofmann, J Sun
Optics and Photonics for Sensing the Environment, JW2A. 37, 2021
42021
An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models
D Garijo, D Khider, V Ratnakar, Y Gil, E Deelman, RF Da Silva, ...
Companion Proceedings of the 24th International Conference on Intelligent …, 2019
42019
Sequence alignment on directed graphs
K Vaddadi, N Sivadasan, K Tayal, R Srinivasan
bioRxiv, 124941, 2017
42017
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Artículos 1–20