42 citations
- Centre National de la Recherche ScientifiqueFR4 papers
- Sorbonne UniversitéFR2 papers
- Carnegie Mellon UniversityUS1 paper
- Centre d'études et de recherche en informatique et communicationsFR1 paper
- Charles UniversityCZ1 paper
- Chinese University of Hong KongHK1 paper
- Corvinus University of BudapestHU1 paper
- Decision ResearchUS1 paper
- Decision Sciences (United States)US1 paper
- Decision Systems (United States)US1 paper
- Département d'InformatiqueFR1 paper
- École Normale Supérieure - PSLFR1 paper
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stat.ML2018★ 1 cited
Nonnegative PARAFAC2: a flexible coupling approach
Jeremy E. Cohen, Rasmus Bro
Modeling variability in tensor decomposition methods is one of the challenges of source separation. One possible solution to account for variations from one data set to another, jo…
stat.ML2018
Curve Registered Coupled Low Rank Factorization
Jeremy Emile Cohen, Rodrigo Cabral Farias, Bertrand Rivet
We propose an extension of the canonical polyadic (CP) tensor model where one of the latent factors is allowed to vary through data slices in a constrained way. The components of t…