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Nicolas Gillis

Identifiers

  • name variant Nicolas Gillis 0.60 · backfill

Papers (41)

  1. Computing Lower Bounds on the Nonnegative Rank via Non-Convex Optimization Solvers math.OC · 2026 · author #3
  2. Supervised Deep Multimodal Matrix Factorization for Interpretable Brain Network Analysis cs.LG · 2026 · author #5
  3. Matrix Factorization Framework for Community Detection under the Degree-Corrected Block Model cs.SI · 2026 · author #3
  4. Computing cone-constrained singular values of matrices math.OC · 2025 · author #2
  5. Minimal-norm static feedbacks using dissipative Hamiltonian matrices math.OC · 2019 · author #1
  6. Improved SVD-based Initialization for Nonnegative Matrix Factorization using Low-Rank Correction cs.NA · 2018 · author #3
  7. Approximating the nearest stable discrete-time system math.OC · 2018 · author #1
  8. Multiplicative Updates for Polynomial Root Finding math.NA · 2017 · author #1
  9. Spectral Unmixing with Multiple Dictionaries math.OC · 2017 · author #2
  10. Algorithms for Positive Semidefinite Factorization math.OC · 2017 · author #3
  11. Finding the nearest positive-real system math.OC · 2017 · author #1
  12. Computing nearest stable matrix pairs math.NA · 2017 · author #1
  13. Dictionary-based Tensor Canonical Polyadic Decomposition stat.ML · 2017 · author #2
  14. Introduction to Nonnegative Matrix Factorization cs.NA · 2017 · author #1
  15. A semi-analytical approach for the positive semidefinite Procrustes problem math.OC · 2016 · author #1
  16. On computing the distance to stability for matrices using linear dissipative Hamiltonian systems math.OC · 2016 · author #1
  17. A Fast Gradient Method for Nonnegative Sparse Regression with Self Dictionary math.OC · 2016 · author #1
  18. UTA-poly and UTA-splines: additive value functions with polynomial marginals math.OC · 2016 · author #2
  19. On the Complexity of Robust PCA and $\ell_1$-norm Low-Rank Matrix Approximation cs.LG · 2015 · author #1
  20. Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization cs.NA · 2015 · author #2
  21. On the Linear Extension Complexity of Regular n-gons math.OC · 2015 · author #2
  22. Solving the Maximum Clique Problem with Symmetric Rank-One Nonnegative Matrix Approximation math.OC · 2015 · author #2
  23. Sequential Dimensionality Reduction for Extracting Localized Features cs.CV · 2015 · author #2
  24. Heuristics for Exact Nonnegative Matrix Factorization math.OC · 2014 · author #2
  25. Exact and Heuristic Algorithms for Semi-Nonnegative Matrix Factorization math.NA · 2014 · author #1
  26. Enhancing Pure-Pixel Identification Performance via Preconditioning stat.ML · 2014 · author #1
  27. The Why and How of Nonnegative Matrix Factorization stat.ML · 2014 · author #1
  28. Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation stat.ML · 2013 · author #1
  29. Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization stat.ML · 2013 · author #1
  30. Hierarchical Clustering of Hyperspectral Images using Rank-Two Nonnegative Matrix Factorization cs.CV · 2013 · author #1
  31. Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization stat.ML · 2013 · author #1
  32. Robustness Analysis of Hottopixx, a Linear Programming Model for Factoring Nonnegative Matrices stat.ML · 2012 · author #1
  33. Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization stat.ML · 2012 · author #1
  34. Sparse and Unique Nonnegative Matrix Factorization Through Data Preprocessing stat.ML · 2012 · author #1
  35. Two Algorithms for Orthogonal Nonnegative Matrix Factorization with Application to Clustering math.OC · 2012 · author #2
  36. Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization math.OC · 2011 · author #1
  37. Low-Rank Matrix Approximation with Weights or Missing Data is NP-hard math.OC · 2010 · author #1
  38. A Multilevel Approach For Nonnegative Matrix Factorization math.OC · 2010 · author #1
  39. On the Geometric Interpretation of the Nonnegative Rank math.OC · 2010 · author #1
  40. Using Underapproximations for Sparse Nonnegative Matrix Factorization math.OC · 2009 · author #1
  41. Nonnegative Factorization and The Maximum Edge Biclique Problem math.NA · 2008 · author #1

Mentions

  • 1310.7529 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 1310.7441 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 1310.2273 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 2504.04069 #2 · arxiv_oai · confidence 0.70 Nicolas Gillis
  • 1302.4385 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 1211.6687 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 1208.1237 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 1204.2436 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 1201.0901 #2 · backfill · confidence 0.70 Nicolas Gillis
  • 1107.5194 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 1012.0197 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 1009.0881 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 1009.0880 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 0902.1060 #1 · backfill · confidence 0.70 Nicolas Gillis
  • 0810.4225 #1 · backfill · confidence 0.70 Nicolas Gillis

Frequent Coauthors