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Nicolas Gillis
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Nicolas Gillis18 visible / 18 total nodes / 37 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipNicolas GillisANicolas GillisResearcherSupervised Deep Multimodal Matrix Factorization for Interpretable Brain Network AnalysisWSupervised Deep Multimo...preprint / 2026Amjad SeyediAAmjad SeyediResearcherLifang HeALifang HeResearcherSonglin ZhaoASonglin ZhaoResearcherAkwum OnwuntaAAkwum OnwuntaResearcherSolving matrix nearness problems via Hamiltonian systems, matrix factorization, and optimizationWSolving matrix nearness...preprint / 2022Distributionally Robust and Multi-Objective Nonnegative Matrix FactorizationWDistributionally Robust...preprint / 2021Sparse and Unique Nonnegative Matrix Factorization Through Data PreprocessingWSparse and Unique Nonne...preprint / 2012Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix FactorizationWAccelerated Multiplicat...preprint / 2011A Multilevel Approach For Nonnegative Matrix FactorizationWA Multilevel Approach F...preprint / 2011Low-Rank Matrix Approximation with Weights or Missing Data is NP-hardWLow-Rank Matrix Approxi...preprint / 2011On the Geometric Interpretation of the Nonnegative RankWOn the Geometric Interp...preprint / 2010Using Underapproximations for Sparse Nonnegative Matrix FactorizationWUsing Underapproximatio...preprint / 2009Robustness Analysis of Hottopixx, a Linear Programming Model for Factoring Nonnegative MatricesWRobustness Analysis of ...preprint / 2013Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix FactorizationWFast and Robust Recursi...preprint / 2013Robust Near-Separable Nonnegative Matrix Factorization Using Linear OptimizationWRobust Near-Separable N...preprint / 2013Machine LearningTMachine Learning49008 works
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Nicolas Gillis

Researcher

PaperSupervised Deep Multimodal Matrix Factorization for Interpretable Brain Network AnalysisAuthorship / preprint / 2026PersonAmjad SeyediCo-authorship / ResearcherPersonLifang HeCo-authorship / ResearcherPersonSonglin ZhaoCo-authorship / ResearcherPersonAkwum OnwuntaCo-authorship / ResearcherPaperSolving matrix nearness problems via Hamiltonian systems, matrix factorization, and optimizationAuthorship / preprint / 2022PaperDistributionally Robust and Multi-Objective Nonnegative Matrix FactorizationAuthorship / preprint / 2021PaperSparse and Unique Nonnegative Matrix Factorization Through Data PreprocessingAuthorship / preprint / 2012

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