Ioannis Panageas - Concepedia

Author

Ioannis Panageas

Singapore University of Technology and Design ORCID

Also Known As

Ioannis Panageas, Panageas, Ioannis

103

Publications

693

Citations

H-Index

Concepts

All Affiliations

Singapore University of Technology and Design Georgia Institute of Technology Massachusetts Institute of Technology

About

Ioannis Panageas is an author at Singapore University of Technology and Design specializing in engineering, computer science, and game theory.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	11	432
2	Business	6	6	129
3	Natural Sciences	2	2	26
4	Biology	2	2	26
5	Medicine	1	1	17

Ioannis Panageas

Publications

567

Citations

H-Index

Page 1

	Year	Citations
First-order methods almost always avoid strict saddle points Jason D. Lee, Ioannis Panageas, Georgios Piliouras, Mathematical Programming Numerical AnalysisEngineeringPde-constrained OptimizationDerivative-free OptimizationApproximation Theory	2019	140
First-order Methods Almost Always Avoid Saddle Points Jason D. Lee, Ioannis Panageas, Georgios Piliouras, arXiv (Cornell University) Numerical AnalysisGradient DescentEngineeringPde-constrained OptimizationDerivative-free Optimization	2017	76
Multiplicative Weights Update with Constant Step-Size in Congestion Games: Convergence, Limit Cycles and Chaos Gerasimos Palaiopanos, Ioannis Panageas, Georgios Piliouras arXiv (Cornell University)	2017	60
Gradient Descent Only Converges to Minimizers: Non-Isolated Critical Points and Invariant Regions Ioannis Panageas, Georgios Piliouras DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) Numerical AnalysisMathematical ProgrammingNon-isolated Critical PointsGradient DescentEngineering	2017	52
Gradient Descent Only Converges to Minimizers: Non-Isolated Critical Points and Invariant Regions Ioannis Panageas, Georgios Piliouras arXiv (Cornell University) Numerical AnalysisNon-isolated Critical PointsNondifferentiable OptimizationGradient DescentEngineering	2016	43
Average Case Performance of Replicator Dynamics in Potential Games via Computing Regions of Attraction Ioannis Panageas, Georgios Piliouras Evolutionary Game TheoryGame TheoryMulti-agent LearningComputational Game TheoryAdaptive Agents	2016	32
Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games Stefanos Leonardos, Will Overman, Ioannis Panageas, arXiv (Cornell University) Artificial IntelligenceEngineeringMulti-agent Policy GradientGame TheoryMarkov Games	2021	24
Regression from dependent observations Constantinos Daskalakis, Nishanth Dikkala, Ioannis Panageas Response VariablesStandard RegressionEngineeringStandard LinearRegression Analysis	2019	23
Last-Iterate Convergence: Zero-Sum Games and Constrained Min-Max Optimization Constantinos Daskalakis, Ioannis Panageas DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) Artificial IntelligenceEngineeringMachine LearningGame TheoryConstrained Optimization	2018	18
Natural Selection as an Inhibitor of Genetic Diversity Ruta Mehta, Ioannis Panageas, Georgios Piliouras Evolutionary Game TheoryGeneticsGame TheoryNatural SelectionCoordination Games	2015	17

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