Kshitij Tayal

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Vipin KumarUniversity of MinnesotaDirección de correo verificada de umn.edu
Xiaowei JiaUniversity of PittsburghDirección de correo verificada de pitt.edu
Ju SunAssistant Professor, Computer Science & Engineering, University of Minnesota at Twin CitiesDirección de correo verificada de umn.edu
Ankush KhandelwalUniversity of MinnesotaDirección de correo verificada de umn.edu
Christopher DuffyProfessor EngineeringDirección de correo verificada de psu.edu
Rajgopal SrinivasanChief Scientist, Tata Consultancy Serivces LtdDirección de correo verificada de atc.tcs.com
Naveen SivadasanPrincipal Scientist, TCS ResearchDirección de correo verificada de tcs.com
Karthik SubbianDirector and Sr. Principal Scientist at AmazonDirección de correo verificada de amazon.com
Nikhil RaoMicrosoftDirección de correo verificada de microsoft.com
Prof. Dr. Vadlamani RaviInstitute for Development and Research in Banking TechnologyDirección de correo verificada de idrbt.ac.in
Ifeoma NwoguComputer Science and Engineering, University at Buffalo, SUNYDirección de correo verificada de buffalo.edu
Venu GovindarajuSUNY Distinguished Professor, State University of New York, BuffaloDirección de correo verificada de buffalo.edu
Neeti PokhriyalPostdoc in Department of Computer Science, Dartmouth College, NHDirección de correo verificada de dartmouth.edu
Dan FeldmanUniversity of HaifaDirección de correo verificada de csail.mit.edu
Jay PujaraResearch Associate Professor, University of Southern CaliforniaDirección de correo verificada de cs.umd.edu
Lele ShuNorthwest Institute of Eco-Environment and Resources, Chinese Academy of SciencesDirección de correo verificada de lzb.ac.cn
Suzanne A PierceResearch Scientist, Texas Advanced Computing CenterDirección de correo verificada de tacc.utexas.edu
Rajiv MayaniInformation Sciences InstituteDirección de correo verificada de isi.edu
Scott D. PeckhamResearch Scientist, University of Colorado at BoulderDirección de correo verificada de colorado.edu
Yolanda GilResearch Professor of Computer Science, University of Southern CaliforniaDirección de correo verificada de isi.edu

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Kshitij Tayal

PhD, University of Minnesota

Dirección de correo verificada de umn.edu

Machine Learning High Performance Computing Graphs Time Series Analysis Inverse Problems


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	51	2021
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	33	2016
Sequence alignment on directed graphs VNS Kavya, K Tayal, R Srinivasan, N Sivadasan Journal of Computational Biology 26 (1), 53-67, 2019	32	2019
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	29	2022
Short Text Classification using Graph Convolutional Network K Tayal, N Rao, S Agrawal, K Subbian NIPS workshop on Graph Representation Learning, 2019	24*	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	23	2022
Inverse Problems, Deep Learning, and Symmetry Breaking K Tayal, CH Lai, V Kumar, J Sun arXiv preprint arXiv:2003.09077, 2020	22	2020
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	22	2020
End-to-End Learning for Phase Retrieval R Manekar, K Tayal, V Kumar, J Sun ICML workshop on ML Interpretability for Scientific Discovery, 2020	20	2020
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	18	2020
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	15	2016
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	14	2015
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	13	2020
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	11	2022
Model-agnostic methods for text classification with inherent noise K Tayal, R Ghosh, V Kumar Proceedings of the 28th international conference on computational …, 2020	9	2020
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	9	2020
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	7	2022
Koopman invertible autoencoder: Leveraging forward and backward dynamics for temporal modeling K Tayal, A Renganathan, R Ghosh, X Jia, V Kumar 2023 IEEE International Conference on Data Mining (ICDM), 588-597, 2023	6	2023
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	6	2021
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	4	2019

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