Theodoros Tsiligkaridis

Author

University of Michigan ORCID

Also Known As

So, Christian, Theodoros Tsiligkaridis, Tsiligkaridis, Theodoros

Publications

713

Citations

H-Index

Concepts

All Affiliations

University of Michigan MIT Lincoln Laboratory DEVCOM Army Research Laboratory

About

Theodoros Tsiligkaridis is an author at University of Michigan specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	341
2	Data Science	6	6	312
3	Computer Science	4	4	195
4	Medicine	1	1	12
5	Artificial Intelligence	1	1	27

Theodoros Tsiligkaridis

Publications

572

Citations

H-Index

Page 1

	Year	Citations
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency Xiang Zhang, Ziyuan Zhao, Theodoros Tsiligkaridis, ArXiv.org Pre-trainingEngineeringMachine LearningData SciencePattern Recognition	2022	127
Covariance Estimation in High Dimensions Via Kronecker Product Expansions Theodoros Tsiligkaridis, Alfred O. Hero IEEE Transactions on Signal Processing EngineeringHigh-dimensional MethodData ScienceCovariance EstimationMultilinear Subspace Learning	2013	106
On Convergence of Kronecker Graphical Lasso Algorithms Theodoros Tsiligkaridis, Alfred O. Hero, Shuheng Zhou IEEE Transactions on Signal Processing	2013	84
Collaborative 20 Questions for Target Localization Theodoros Tsiligkaridis, Brian M. Sadler, Alfred O. Hero IEEE Transactions on Information Theory	2014	61
Development of a field artificial intelligence triage tool: Confidence in the prediction of shock, transfusion, and definitive surgical therapy in patients with truncal gunshot wounds Charlie J. Nederpelt, Ava K. Mokhtari, Osaid Alser, The Journal of Trauma: Injury, Infection, and Critical Care	2021	43
Information Aware max-norm Dirichlet networks for predictive uncertainty estimation Theodoros Tsiligkaridis Neural Networks EngineeringMachine LearningUncertainty ModelingUncertainty QuantificationPredictive Uncertainty Estimation	2020	29
On Decentralized Estimation With Active Queries Theodoros Tsiligkaridis, Brian M. Sadler, Alfred O. Hero IEEE Transactions on Signal Processing Artificial IntelligenceEngineeringComputational ComplexityInformation SharingComputational Social Science	2015	27
Graph-Guided Network for Irregularly Sampled Multivariate Time Series Xiang Zhang, Marko Zeman, Theodoros Tsiligkaridis, arXiv (Cornell University) Graph Neural NetworkEngineeringMachine LearningData ScienceGraph Theory	2021	24
PAPR Reduction Performance by Active Constellation Extension for Diversity MIMO‐OFDM Systems Theodoros Tsiligkaridis, Douglas L. Jones Journal of Electrical and Computer Engineering	2009	21
Domain Adaptation for Time Series Under Feature and Label Shifts Huan He, Owen Queen, Teddy Koker, arXiv (Cornell University) EngineeringMachine LearningShift DetectionSpeech RecognitionNatural Language Processing	2023	17

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