Gillian M. Chin - Concepedia

Author

Gillian M. Chin

Also Known As

G Chin, Gillian M. Chin

Publications

686

Citations

H-Index

Concepts

All Affiliations

Gillian M. Chin is an author at University of Colorado Boulder specializing in engineering, statistical inference, and machine learning.

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	683
2	Convex Optimization	2	2	299
3	Machine Learning	2	2	633
4	Computer Science	1	1	249
5	Data Science	1	1	249

Gillian M. Chin

Publications

683

Citations

H-Index

Page 1

	Year	Citations
Sample size selection in optimization methods for machine learning Richard H. Byrd, Gillian M. Chin, Jorge Nocedal, Mathematical Programming Model OptimizationHyperparameter EstimationEngineeringMachine LearningSample Size Selection	2012	384
On the Use of Stochastic Hessian Information in Optimization Methods for Machine Learning Richard H. Byrd, Gillian M. Chin, Will Neveitt, SIAM Journal on Optimization EngineeringMachine LearningNewton-cg MethodCurvature InformationSampled Curvature Information	2011	249
A family of second-order methods for convex $$\ell _1$$-regularized optimization Richard H. Byrd, Gillian M. Chin, Jorge Nocedal, Mathematical Programming Numerical AnalysisEngineeringVariational AnalysisConvex Optimization\Ell _1	2015	50

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