Arnaud Vandaele

36 papers Misc 3Journal 23Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Matrix Factorization Framework for Community Detection under the Degree-Corrected Block Model.
CoRR
Alexandra Dache, Arnaud Vandaele, Nicolas Gillis
2026 J jnl
Nonnegative Matrix Factorization in the Component-Wise L1 Norm for Sparse Data.
CoRR
Giovanni Seraghiti, Kévin Dubrulle, Arnaud Vandaele, Nicolas Gillis
2025 J jnl
Algorithms for Boolean Matrix Factorization using Integer Programming and Heuristics.
CoRR
Christos Kolomvakis, Thomas Bobille, Arnaud Vandaele, Nicolas Gillis
2025 J jnl
Alternating Direction Method of Multipliers for Nonlinear Matrix Decompositions.
CoRR
Atharva Awari, Nicolas Gillis, Arnaud Vandaele
2025 Misc conf
Boolean Matrix Tri-Factorization.
ICASSP
Christos Kolomvakis, Arnaud Vandaele, Nicolas Gillis
2025 — conf
Efficient Algorithms for the Hadamard Decomposition.
MLSP
Samuel Wertz, Arnaud Vandaele, Nicolas Gillis
2025 J jnl
Efficient algorithms for the Hadamard decomposition.
CoRR
Samuel Wertz, Arnaud Vandaele, Nicolas Gillis
2025 — conf
Nonlinear Matrix Decomposition with the Sigmoid Function.
MLSP
Harrison Nguyen, Atharva Awari, Arnaud Vandaele, Nicolas Gillis
2024 — conf
Component-Wise Squared Factorization.
MLSP
Joakim Lefebvre, Arnaud Vandaele, Nicolas Gillis
2024 — conf
Coordinate Descent Algorithm for Nonlinear Matrix Decomposition with the ReLU Function.
EUSIPCO
Atharva Awari, Harrison Nguyen, Samuel Wertz, Arnaud Vandaele, Nicolas Gillis
2024 — conf
Orthogonal Symmetric Nonnegative Matrix Tri-Factorization.
MLSP
Alexandra Dache, Arnaud Vandaele, Nicolas Gillis
2023 — conf
Accelerated Algorithms For Nonlinear Matrix Decomposition With The Relu Function.
MLSP
Giovanni Seraghiti, Atharva Awari, Arnaud Vandaele, Margherita Porcelli, Nicolas Gillis
2023 J jnl
Accelerated Algorithms for Nonlinear Matrix Decomposition with the ReLU function.
CoRR
Giovanni Seraghiti, Atharva Awari, Arnaud Vandaele, Margherita Porcelli, Nicolas Gillis
2023 — conf
Algorithms for Boolean Matrix Factorization using Integer Programming.
MLSP
Christos Kolomvakis, Arnaud Vandaele, Nicolas Gillis
2023 J jnl
Algorithms for Boolean Matrix Factorization using Integer Programming.
CoRR
Christos Kolomvakis, Arnaud Vandaele, Nicolas Gillis
2023 — conf
Exact and Heuristic Methods for Simultaneous Sparse Coding.
EUSIPCO
Alexandra Dache, Arnaud Vandaele, Nicolas Gillis, Nicolas Nadisic
2022 J jnl
Matrix-wise ℓ
Mach. Learn.
Nicolas Nadisic, Jeremy E. Cohen, Arnaud Vandaele, Nicolas Gillis
2021 — conf
Exact Biobjective k-Sparse Nonnegative Least Squares.
EUSIPCO
Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis, Jeremy E. Cohen
2021 Misc conf
Nonnegative Unimodal Matrix Factorization.
ICASSP
Andersen Man Shun Ang, Nicolas Gillis, Arnaud Vandaele, Hans De Sterck
2021 J jnl
Off-diagonal symmetric nonnegative matrix factorization.
Numer. Algorithms
François Moutier, Arnaud Vandaele, Nicolas Gillis
2020 J jnl
A Homotopy-based Algorithm for Sparse Multiple Right-hand Sides Nonnegative Least Squares.
CoRR
Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis
2020 Misc conf
Exact Sparse Nonnegative Least Squares.
ICASSP
Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis, Jeremy E. Cohen
2020 J jnl
Near-Convex Archetypal Analysis.
IEEE Signal Process. Lett.
Pierre De Handschutter, Nicolas Gillis, Arnaud Vandaele, Xavier Siebert
2020 J jnl
Off-diagonal Symmetric Nonnegative Matrix Factorization.
CoRR
François Moutier, Arnaud Vandaele, Nicolas Gillis
2020 — conf
Sparse Separable Nonnegative Matrix Factorization.
ECML/PKDD (1)
Nicolas Nadisic, Arnaud Vandaele, Jeremy E. Cohen, Nicolas Gillis
2020 J jnl
Sparse Separable Nonnegative Matrix Factorization.
CoRR
Nicolas Nadisic, Arnaud Vandaele, Jérémy E. Cohen, Nicolas Gillis
2019 J jnl
Near-Convex Archetypal Analysis.
CoRR
Pierre De Handschutter, Nicolas Gillis, Arnaud Vandaele, Xavier Siebert
2018 J jnl
Algorithms for positive semidefinite factorization.
Comput. Optim. Appl.
Arnaud Vandaele, François Glineur, Nicolas Gillis
2017 J jnl
Algorithms for Positive Semidefinite Factorization.
CoRR
Arnaud Vandaele, François Glineur, Nicolas Gillis
2016 J jnl
Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative Matrix Factorization.
IEEE Trans. Signal Process.
Arnaud Vandaele, Nicolas Gillis, Qi Lei, Kai Zhong, Inderjit S. Dhillon
2016 J jnl
Heuristics for exact nonnegative matrix factorization.
J. Glob. Optim.
Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens
2015 J jnl
Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization.
CoRR
Arnaud Vandaele, Nicolas Gillis, Qi Lei, Kai Zhong, Inderjit S. Dhillon
2015 J jnl
On the Linear Extension Complexity of Regular n-gons.
CoRR
Arnaud Vandaele, Nicolas Gillis, François Glineur
2014 J jnl
Heuristics for Exact Nonnegative Matrix Factorization.
CoRR
Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens
2014 J jnl
Towards an efficient resolution of printing problems.
Discret. Optim.
Daniel Tuyttens, Arnaud Vandaele
2010 J jnl
Using a greedy random adaptative search procedure to solve the cover printing problem.
Comput. Oper. Res.
Daniel Tuyttens, Arnaud Vandaele