Arnaud Vandaele

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 20

Top Topics

Probabilistic Latent Semantic Indexing

Heuristic Methods

Matrix Factorization

Top Venues

Publications

Alexandra Dache, Arnaud Vandaele, Nicolas Gillis, Nicolas Nadisic
Exact and Heuristic Methods for Simultaneous Sparse Coding. EUSIPCO (2023)
Christos Kolomvakis, Arnaud Vandaele, Nicolas Gillis
Algorithms for Boolean Matrix Factorization using Integer Programming. CoRR (2023)
Giovanni Seraghiti, Atharva Awari, Arnaud Vandaele, Margherita Porcelli, Nicolas Gillis
Accelerated Algorithms for Nonlinear Matrix Decomposition with the ReLU function. CoRR (2023)
Christos Kolomvakis, Arnaud Vandaele, Nicolas Gillis
Algorithms for Boolean Matrix Factorization using Integer Programming. MLSP (2023)
Giovanni Seraghiti, Atharva Awari, Arnaud Vandaele, Margherita Porcelli, Nicolas Gillis
Accelerated Algorithms For Nonlinear Matrix Decomposition With The Relu Function. MLSP (2023)
Nicolas Nadisic, Jeremy E. Cohen, Arnaud Vandaele, Nicolas Gillis
-constrained sparse nonnegative least squares. Mach. Learn. 111 (12) (2022)
François Moutier, Arnaud Vandaele, Nicolas Gillis
Off-diagonal symmetric nonnegative matrix factorization. Numer. Algorithms 88 (2) (2021)
Andersen Man Shun Ang, Nicolas Gillis, Arnaud Vandaele, Hans De Sterck
Nonnegative Unimodal Matrix Factorization. ICASSP (2021)
Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis, Jeremy E. Cohen
Exact Biobjective k-Sparse Nonnegative Least Squares. EUSIPCO (2021)
Pierre De Handschutter, Nicolas Gillis, Arnaud Vandaele, Xavier Siebert
Near-Convex Archetypal Analysis. IEEE Signal Process. Lett. 27 (2020)
Nicolas Nadisic, Arnaud Vandaele, Jérémy E. Cohen, Nicolas Gillis
Sparse Separable Nonnegative Matrix Factorization. CoRR (2020)
Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis
A Homotopy-based Algorithm for Sparse Multiple Right-hand Sides Nonnegative Least Squares. CoRR (2020)
Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis, Jeremy E. Cohen
Exact Sparse Nonnegative Least Squares. ICASSP (2020)
Nicolas Nadisic, Arnaud Vandaele, Jeremy E. Cohen, Nicolas Gillis
Sparse Separable Nonnegative Matrix Factorization. ECML/PKDD (1) (2020)
François Moutier, Arnaud Vandaele, Nicolas Gillis
Off-diagonal Symmetric Nonnegative Matrix Factorization. CoRR (2020)
Pierre De Handschutter, Nicolas Gillis, Arnaud Vandaele, Xavier Siebert
Near-Convex Archetypal Analysis. CoRR (2019)
Arnaud Vandaele, François Glineur, Nicolas Gillis
Algorithms for positive semidefinite factorization. Comput. Optim. Appl. 71 (1) (2018)
Arnaud Vandaele, François Glineur, Nicolas Gillis
Algorithms for Positive Semidefinite Factorization. CoRR (2017)
Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens
Heuristics for exact nonnegative matrix factorization. J. Glob. Optim. 65 (2) (2016)
Arnaud Vandaele, Nicolas Gillis, Qi Lei, Kai Zhong, Inderjit S. Dhillon
Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative Matrix Factorization. IEEE Trans. Signal Process. 64 (21) (2016)
Arnaud Vandaele, Nicolas Gillis, Qi Lei, Kai Zhong, Inderjit S. Dhillon
Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization. CoRR (2015)
Arnaud Vandaele, Nicolas Gillis, François Glineur
On the Linear Extension Complexity of Regular n-gons. CoRR (2015)
Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens
Heuristics for Exact Nonnegative Matrix Factorization. CoRR (2014)
Daniel Tuyttens, Arnaud Vandaele
Towards an efficient resolution of printing problems. Discret. Optim. 14 (2014)
Daniel Tuyttens, Arnaud Vandaele
Using a greedy random adaptative search procedure to solve the cover printing problem. Comput. Oper. Res. 37 (4) (2010)