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stat.ML2022★ 1 cited
Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport
Mourad El Hamri, Younès Bennani, Issam Falih
Domain adaptation arises as an important problem in statistical learning theory when the data-generating processes differ between training and test samples, respectively called sou…
stat.ML2022
Convex Non-negative Matrix Factorization Through Quantum Annealing
Ahmed Zaiou, Basarab Matei, Younès Bennani +1
In this paper we provide the quantum version of the Convex Non-negative Matrix Factorization algorithm (Convex-NMF) by using the D-wave quantum annealer. More precisely, we use D-w…