Jeremy E. Cohen

37 papers Misc 5Journal 18Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Efficient Algorithms for Regularized Nonnegative Scale-Invariant Low-Rank Approximation Models. SIAM J. Math. Data Sci. Jeremy E. Cohen, Valentin Leplat
2024	J	`jnl`	Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models. CoRR Jeremy E. Cohen, Valentin Leplat
2022	J	`jnl`	An AO-ADMM Approach to Constraining PARAFAC2 on All Modes. SIAM J. Math. Data Sci. Marie Roald, Carla Schenker, Vince D. Calhoun, Tülay Adali, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
2022	J	`jnl`	Dictionary-Based Low-Rank Approximations and the Mixed Sparse Coding Problem. Frontiers Appl. Math. Stat. Jeremy E. Cohen
2022	J	`jnl`	Matrix-wise ℓ Mach. Learn. Nicolas Nadisic, Jeremy E. Cohen, Arnaud Vandaele, Nicolas Gillis
2021	J	`jnl`	A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations With Linear Couplings. IEEE J. Sel. Top. Signal Process. Carla Schenker, Jeremy E. Cohen, Evrim Acar
2021	J	`jnl`	Accelerating block coordinate descent for nonnegative tensor factorization. Numer. Linear Algebra Appl. Andersen Man Shun Ang, Jeremy E. Cohen, Nicolas Gillis, Le Thi Khanh Hien
2021	J	`jnl`	An AO-ADMM approach to constraining PARAFAC2 on all modes. CoRR Marie Roald, Carla Schenker, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
2021	J	`jnl`	Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding problem. CoRR Jeremy E. Cohen
2021	—	`conf`	Exact Biobjective k-Sparse Nonnegative Least Squares. EUSIPCO Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis, Jeremy E. Cohen
2021	—	`conf`	PARAFAC2 AO-ADMM: Constraints in all modes. EUSIPCO Marie Roald, Carla Schenker, Jeremy E. Cohen, Evrim Acar
2021	J	`jnl`	PARAFAC2 AO-ADMM: Constraints in all modes. CoRR Marie Roald, Carla Schenker, Jeremy E. Cohen, Evrim Acar
2020	J	`jnl`	A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings. CoRR Carla Schenker, Jeremy E. Cohen, Evrim Acar
2020	J	`jnl`	Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization. CoRR Andersen Man Shun Ang, Jeremy E. Cohen, Nicolas Gillis, Le Thi Khanh Hien
2020	—	`conf`	An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization. EUSIPCO Carla Schenker, Jeremy E. Cohen, Evrim Acar
2020	J	`jnl`	Continuous dictionaries meet low-rank tensor approximations. CoRR Clement Elvira, Jeremy E. Cohen, Cédric Herzet, Rémi Gribonval
2020	Misc	`conf`	Exact Sparse Nonnegative Least Squares. ICASSP Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis, Jeremy E. Cohen
2020	Misc	`conf`	Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition. ICASSP Andersen Man Shun Ang, Jeremy E. Cohen, Le Thi Khanh Hien, Nicolas Gillis
2020	—	`conf`	Sparse Separable Nonnegative Matrix Factorization. ECML/PKDD (1) Nicolas Nadisic, Arnaud Vandaele, Jeremy E. Cohen, Nicolas Gillis
2020	—	`conf`	Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation. ISMIR Axel Marmoret, Jeremy E. Cohen, Frédéric Bimbot, Nancy Bertin
2019	J	`jnl`	Identifiability of Complete Dictionary Learning. SIAM J. Math. Data Sci. Jeremy E. Cohen, Nicolas Gillis
2019	Misc	`conf`	Nonnegative Low-rank Sparse Component Analysis. ICASSP Jeremy E. Cohen, Nicolas Gillis
2018	—	`conf`	Nonnegative PARAFAC2: A Flexible Coupling Approach. LVA/ICA Jeremy E. Cohen, Rasmus Bro
2018	J	`jnl`	Spectral Unmixing With Multiple Dictionaries. IEEE Geosci. Remote. Sens. Lett. Jeremy E. Cohen, Nicolas Gillis
2017	—	`conf`	A new approach to dictionary-based nonnegative matrix factorization. EUSIPCO Jeremy E. Cohen, Nicolas Gillis
2017	—	`conf`	Some Theory on Non-negative Tucker Decomposition. LVA/ICA Jeremy E. Cohen, Pierre Comon, Nicolas Gillis
2017	Misc	`conf`	Very low bitrate spatial audio coding with dimensionality reduction. ICASSP Christian Rohlfing, Jeremy E. Cohen, Antoine Liutkus
2016	—	`conf`	Canonical polyadic decomposition of hyperspectral patch tensors. EUSIPCO Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Konstantin Usevich, Lucas Drumetz, Jocelyn Chanussot, Pierre Comon
2016	—	`—`	Environmental multiway data mining. (Fouille de données tensorielles environnementales). Jeremy E. Cohen
2016	—	`conf`	Modeling time warping in tensor decomposition. SAM Bertrand Rivet, Jeremy E. Cohen
2016	—	`conf`	Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface. WHISPERS Miguel Angel Veganzones, Sylvain Douté, Jeremy E. Cohen, R. Cabrai Farias, Jocelyn Chanussot, Pierre Comon
2016	J	`jnl`	Nonnegative Tensor CP Decomposition of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, Pierre Comon
2015	J	`jnl`	About Notations in Multiway Array Processing. CoRR Jeremy E. Cohen
2015	J	`jnl`	Fast Decomposition of Large Nonnegative Tensors. IEEE Signal Process. Lett. Jeremy E. Cohen, Rodrigo Cabral Farias, Pierre Comon
2015	—	`conf`	Multilinear spectral unmixing of hyperspectral multiangle images. EUSIPCO Miguel Angel Veganzones, Jeremy E. Cohen, R. Cabrai Farias, Ruben Marrero, Jocelyn Chanussot, Pierre Comon
2015	Misc	`conf`	Performance estimation for tensor CP decomposition with structured factors. ICASSP Maxime Boizard, Rémy Boyer, Gérard Favier, Jeremy E. Cohen, Pierre Comon
2014	—	`conf`	On almost sure identifiability of non multilinear tensor decomposition. EUSIPCO Jeremy E. Cohen, Pierre Comon