Search Results for author: Sandrine Anthoine

Found 5 papers, 0 papers with code

Large-Scale Quantum Separability Through a Reproducible Machine Learning Lens

no code implementations15 Jun 2023 Balthazar Casalé, Giuseppe Di Molfetta, Sandrine Anthoine, Hachem Kadri

The quantum separability problem consists in deciding whether a bipartite density matrix is entangled or separable.

Benchmarking

Unmixing 2D HSQC NMR mixtures with $β$-NMF and sparsity

no code implementations30 Oct 2020 Afef Cherni, Sandrine Anthoine, Caroline Chaux

Nuclear Magnetic Resonance (NMR) spectroscopy is an efficient technique to analyze chemical mixtures in which one acquires spectra of the chemical mixtures along one ore more dimensions.

Medical Physics Optimization and Control

Frank-Wolfe Algorithm for the Exact Sparse Problem

no code implementations18 Dec 2018 Farah Cherfaoui, Valentin Emiya, Liva Ralaivola, Sandrine Anthoine

In this paper, we study the properties of the Frank-Wolfe algorithm to solve the \ExactSparse reconstruction problem.

Proceedings of the fourth "international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques" (iTWIST'18)

no code implementations3 Dec 2018 Sandrine Anthoine, Yannick Boursier, Laurent Jacques

The iTWIST workshop series aim at fostering collaboration between international scientific teams for developing new theories, applications and generalizations of low-complexity models.

Philosophy

Empirical Bernstein Inequalities for U-Statistics

no code implementations NeurIPS 2010 Thomas Peel, Sandrine Anthoine, Liva Ralaivola

They are expressed with respect to empirical estimates of either the variance of q or the conditional variance that appears in the Bernstein-type inequality for U-statistics derived by Arcones [2].

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