4. Mathematics
  5. Optimization and Control

Nicolas Gillis

Mathematics – Optimization and Control

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A Multilevel Approach For Nonnegative Matrix Factorization

Mathematics – Optimization and Control
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Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization

Mathematics – Optimization and Control
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Nonnegative Factorization and The Maximum Edge Biclique Problem

Mathematics – Numerical Analysis
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On the Geometric Interpretation of the Nonnegative Rank

Mathematics – Optimization and Control
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Sparse and Unique Nonnegative Matrix Factorization Through Data Preprocessing

Statistics – Machine Learning
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