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Mehmet Fatih Sahin

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Mehmet Fatih Sahin

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Augmented Lagrangian Methods for Provable and Scalable Machine Learning

Sound and Complete Verification of Polynomial Networks

An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints

Augmented Lagrangian Methods for Provable and Scalable Machine Learning

Sound and Complete Verification of Polynomial Networks

An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints