Publications

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Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis (2020). (Preprint) A Homotopy-based Algorithm for Sparse Multiple Right-hand Sides Nonnegative Least Squares. preprint.

Nicolas Nadisic, Arnaud Vandaele, Jeremy E. Cohen, Nicolas Gillis (2020). Sparse Separable Nonnegative Matrix Factorization. ECMLPKDD 2020.

Preprint Code Slides Video DOI iTwist slides

Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis, Jeremy E. Cohen (2020). Exact Sparse Nonnegative Least Squares. ICASSP 2020.

Preprint PDF Code Poster Slides Video DOI

Nicolas Nadisic, Aurélien Coussat, Loïc Cerf (2019). Mining skypatterns in fuzzy tensors. Data Mining and Knowledge Discovery.

PDF Code Dataset Poster Slides DOI

Aurélien Coussat, Nicolas Nadisic, Loïc Cerf (2018). Mining High-Utility Patterns in Uncertain Tensors. KES’18.