Laude, Emanuel

9 publications

NeurIPS 2025 ConStellaration: A Dataset of QI-like Stellarator Plasma Boundaries and Optimization Benchmarks Santiago A Cadena, Andrea Merlo, Emanuel Laude, Alexander Bauer, Atul Agrawal, Maria Pascu, Marija Savtchouk, Lukas Bonauer, Enrico Guiraud, Stuart R. Hudson, Markus Kaiser

ICML 2025 Nonlinearly Preconditioned Gradient Methods Under Generalized Smoothness Konstantinos Oikonomidis, Jan Quan, Emanuel Laude, Panagiotis Patrinos

TMLR 2025 The Inexact Power Augmented Lagrangian Method for Constrained Nonconvex Optimization Alexander Bodard, Konstantinos Oikonomidis, Emanuel Laude, Panagiotis Patrinos

ICML 2024 Adaptive Proximal Gradient Methods Are Universal Without Approximation Konstantinos Oikonomidis, Emanuel Laude, Puya Latafat, Andreas Themelis, Panagiotis Patrinos

ECCV 2024 Convex Relaxations for Manifold-Valued Markov Random Fields with Approximation Guarantees Robin Kenis, Emanuel Laude, Panagiotis Patrinos

AISTATS 2019 Optimization of Inf-Convolution Regularized Nonconvex Composite Problems Emanuel Laude, Tao Wu, Daniel Cremers

AISTATS 2018 A Nonconvex Proximal Splitting Algorithm Under Moreau-Yosida Regularization Emanuel Laude, Tao Wu, Daniel Cremers

ECCV 2016 Sublabel-Accurate Convex Relaxation of Vectorial Multilabel Energies Emanuel Laude, Thomas Möllenhoff, Michael Möller, Jan Lellmann, Daniel Cremers

CVPR 2016 Sublabel-Accurate Relaxation of Nonconvex Energies Thomas Mollenhoff, Emanuel Laude, Michael Moeller, Jan Lellmann, Daniel Cremers