Jeremy E. Cohen

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 30

Top Venues

CoRR

EUSIPCO

ICASSP

SIAM J. Math. Data Sci.

Grenoble Alpes University, France (PHD)

Education History

Grenoble Alpes University, France

PHD

Publications

Jeremy E. Cohen, Valentin Leplat
Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models. CoRR (2024)
Marie Roald, Carla Schenker, Vince D. Calhoun, Tülay Adali, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
An AO-ADMM Approach to Constraining PARAFAC2 on All Modes. SIAM J. Math. Data Sci. 4 (3) (2022)
Jeremy E. Cohen
Dictionary-Based Low-Rank Approximations and the Mixed Sparse Coding Problem. Frontiers Appl. Math. Stat. 8 (2022)
Nicolas Nadisic, Jeremy E. Cohen, Arnaud Vandaele, Nicolas Gillis
-constrained sparse nonnegative least squares. Mach. Learn. 111 (12) (2022)
Jeremy E. Cohen
Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding problem. CoRR (2021)
Marie Roald, Carla Schenker, Jeremy E. Cohen, Evrim Acar
PARAFAC2 AO-ADMM: Constraints in all modes. CoRR (2021)
Marie Roald, Carla Schenker, Jeremy E. Cohen, Evrim Acar
PARAFAC2 AO-ADMM: Constraints in all modes. EUSIPCO (2021)
Marie Roald, Carla Schenker, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
An AO-ADMM approach to constraining PARAFAC2 on all modes. CoRR (2021)
Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis, Jeremy E. Cohen
Exact Biobjective k-Sparse Nonnegative Least Squares. EUSIPCO (2021)
Carla Schenker, Jeremy E. Cohen, Evrim Acar
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations With Linear Couplings. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Andersen Man Shun Ang, Jeremy E. Cohen, Nicolas Gillis, Le Thi Khanh Hien
Accelerating block coordinate descent for nonnegative tensor factorization. Numer. Linear Algebra Appl. 28 (5) (2021)
Nicolas Nadisic, Arnaud Vandaele, Nicolas Gillis, Jeremy E. Cohen
Exact Sparse Nonnegative Least Squares. ICASSP (2020)
Axel Marmoret, Jeremy E. Cohen, Frédéric Bimbot, Nancy Bertin
Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation. ISMIR (2020)
Andersen Man Shun Ang, Jeremy E. Cohen, Nicolas Gillis, Le Thi Khanh Hien
Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization. CoRR (2020)
Nicolas Nadisic, Arnaud Vandaele, Jeremy E. Cohen, Nicolas Gillis
Sparse Separable Nonnegative Matrix Factorization. ECML/PKDD (1) (2020)
Carla Schenker, Jeremy E. Cohen, Evrim Acar
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings. CoRR (2020)
Clement Elvira, Jeremy E. Cohen, Cédric Herzet, Rémi Gribonval
Continuous dictionaries meet low-rank tensor approximations. CoRR (2020)
Andersen Man Shun Ang, Jeremy E. Cohen, Le Thi Khanh Hien, Nicolas Gillis
Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition. ICASSP (2020)
Carla Schenker, Jeremy E. Cohen, Evrim Acar
An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization. EUSIPCO (2020)
Jeremy E. Cohen, Nicolas Gillis
Identifiability of Complete Dictionary Learning. SIAM J. Math. Data Sci. 1 (3) (2019)
Jeremy E. Cohen, Nicolas Gillis
Nonnegative Low-rank Sparse Component Analysis. ICASSP (2019)
Jeremy E. Cohen, Rasmus Bro
Nonnegative PARAFAC2: A Flexible Coupling Approach. LVA/ICA (2018)
Jeremy E. Cohen, Nicolas Gillis
Spectral Unmixing With Multiple Dictionaries. IEEE Geosci. Remote. Sens. Lett. 15 (2) (2018)
Jeremy E. Cohen, Pierre Comon, Nicolas Gillis
Some Theory on Non-negative Tucker Decomposition. LVA/ICA (2017)
Christian Rohlfing, Jeremy E. Cohen, Antoine Liutkus
Very low bitrate spatial audio coding with dimensionality reduction. ICASSP (2017)
Jeremy E. Cohen, Nicolas Gillis
A new approach to dictionary-based nonnegative matrix factorization. EUSIPCO (2017)
Bertrand Rivet, Jeremy E. Cohen
Modeling time warping in tensor decomposition. SAM (2016)
Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Konstantin Usevich, Lucas Drumetz, Jocelyn Chanussot, Pierre Comon
Canonical polyadic decomposition of hyperspectral patch tensors. EUSIPCO (2016)
Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, Pierre Comon
Nonnegative Tensor CP Decomposition of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 54 (5) (2016)
Miguel Angel Veganzones, Sylvain Douté, Jeremy E. Cohen, R. Cabrai Farias, Jocelyn Chanussot, Pierre Comon
Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface. WHISPERS (2016)
Maxime Boizard, Rémy Boyer, Gérard Favier, Jeremy E. Cohen, Pierre Comon
Performance estimation for tensor CP decomposition with structured factors. ICASSP (2015)
Jeremy E. Cohen, Rodrigo Cabral Farias, Pierre Comon
Fast Decomposition of Large Nonnegative Tensors. IEEE Signal Process. Lett. 22 (7) (2015)
Jeremy E. Cohen
About Notations in Multiway Array Processing. CoRR (2015)
Miguel Angel Veganzones, Jeremy E. Cohen, R. Cabrai Farias, Ruben Marrero, Jocelyn Chanussot, Pierre Comon
Multilinear spectral unmixing of hyperspectral multiangle images. EUSIPCO (2015)
Jeremy E. Cohen, Pierre Comon
On almost sure identifiability of non multilinear tensor decomposition. EUSIPCO (2014)

Jeremy E. Cohen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

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Jeremy E. Cohen