Majorization-minimization procedures and convergence of SQP methods for semi-algebraic and tame programs

von Bolte, Jérôme
Veröffentlicht in Mathematics of operations research (2016)

A MATHEMATICAL MODEL FOR AUTOMATIC DIFFERENTIATION IN MACHINE LEARNING

von Bolte, Jérôme
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 13 of 27 (2021)

Researcher's dilemma

von Bobtcheff, Catherine
Veröffentlicht 2015

Definable zero-sum stochastic games

von Bolte, Jérôme
Veröffentlicht in Mathematics of operations research (2015)

Automatic differentiation of nonsmooth iterative algorithms

von Bolte, Jerome
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 34 of 50 (2023)

Nonconvex Lagrangian-based optimization : monitoring schemes and global convergence

von Bolte, Jérôme
Veröffentlicht in Mathematics of operations research (2018)

Researcher's dilemma

von Bobtcheff, Catherine
Veröffentlicht in The review of economic studies (2017)

Generic optimality conditions for semialgebraic convex programs

von Bolte, Jérôme
Veröffentlicht in Mathematics of operations research (2011)

A descent lemma beyond Lipschitz gradient continuity : first-order methods revisited and applications

von Bauschke, Heinz H.
Veröffentlicht in Mathematics of operations research (2017)

Proximal alternating minimization and projection methods for nonconvex problems : an approach based on the Kurdyka-Lojasiewicz inequality

Veröffentlicht in Mathematics of operations research (2010)

Numerical influence of ReLU’(0) on backpropagation

von Bertoin, David
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 1 of 36 (2022)

Nonsmooth Implicit Differentiation for Machine-Learning and Optimization

von Bolte, Jérôme
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 17 of 36 (2022)