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cs.LG2025
ConStellaration: A dataset of QI-like stellarator plasma boundaries and optimization benchmarks
Santiago A. Cadena, Andrea Merlo, Emanuel Laude +8
Stellarators are magnetic confinement devices under active development to deliver steady-state carbon-free fusion energy. Their design involves a high-dimensional, constrained opti…
cs.LG2017
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs
Emanuel Laude, Jan-Hendrik Lange, Jonas Schüpfer +5
This paper introduces a novel algorithm for transductive inference in higher-order MRFs, where the unary energies are parameterized by a variable classifier. The considered task is…