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Jérémy E. Cohen
Person information
- affiliation: INSA Lyon, CREATIS, Lyon, France
- affiliation: University of Rennes, France
- affiliation: INRIA, Rennes, France
- affiliation: University of Mons, Belgium
- affiliation (PhD 2016): Grenoble Alpes University, Gipsa-lab, Grenoble, France
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2020 – today
- 2024
- [c29]Christophe Kervazo, Abdelkhalak Chetoui, Jérémy E. Cohen:
Deep Unrolling of the Multiplicative Updates Algorithm for Blind Source Separation, with Application to Hyperspectral Unmixing. EUSIPCO 2024: 656-660 - [c28]Séréna Hariga, Jérémy E. Cohen, Nicolas Ducros:
Joint Reconstruction and Spectral Unmixing from Single-Pixel Acquisitions. EUSIPCO 2024: 661-665 - [c27]Joris Claude, Raphaël Dumas, Jérémy E. Cohen:
Constrained Tensor Decomposition Reveals Lever Arms Synergies in the Musculoskeletal System. EUSIPCO 2024: 1322-1326 - [c26]Damien Lesens, Jérémy E. Cohen, Bora Uçar:
Orthogonal Matching Pursuit-Based Algorithms for the Birkhoff-Von Neumann Decomposition. EUSIPCO 2024: 2457-2461 - [i22]Jeremy E. Cohen, Valentin Leplat:
Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models. CoRR abs/2403.18517 (2024) - 2023
- [j12]Axel Marmoret
, Jérémy E. Cohen
Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm. Trans. Int. Soc. Music. Inf. Retr. 6(1): 167-185 (2023) - [c25]Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot:
Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis. WASPAA 2023: 1-5 - [i21]Mai-Quyen Pham, Jérémy E. Cohen, Thierry Chonavel:
A fast Multiplicative Updates algorithm for Non-negative Matrix Factorization. CoRR abs/2303.17992 (2023) - [i20]Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot:
Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm. CoRR abs/2311.18604 (2023) - 2022
- [j11]Jeremy E. Cohen:
Dictionary-Based Low-Rank Approximations and the Mixed Sparse Coding Problem. Frontiers Appl. Math. Stat. 8: 801650 (2022) - [j10]Nicolas Nadisic
Matrix-wise ℓ 0-constrained sparse nonnegative least squares. Mach. Learn. 111(12): 4453-4495 (2022) - [j9]Marie Roald
An AO-ADMM Approach to Constraining PARAFAC2 on All Modes. SIAM J. Math. Data Sci. 4(3): 1191-1222 (2022) - [i19]Axel Marmoret
Barwise Compression Schemes for Audio-Based Music Structure Analysis. CoRR abs/2202.04981 (2022) - [i18]Haoran Wu, Axel Marmoret
Semi-Supervised Convolutive NMF for Automatic Music Transcription. CoRR abs/2202.04989 (2022) - [i17]Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot:
Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis. CoRR abs/2210.15356 (2022) - [i16]Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot:
Polytopic Analysis of Music. CoRR abs/2212.11054 (2022) - 2021
- [j8]Carla Schenker
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations With Linear Couplings. IEEE J. Sel. Top. Signal Process. 15(3): 506-521 (2021) - [j7]Andersen Man Shun Ang
Accelerating block coordinate descent for nonnegative tensor factorization. Numer. Linear Algebra Appl. 28(5) (2021) - [c24]Marie Roald, Carla Schenker, Jeremy E. Cohen, Evrim Acar:
PARAFAC2 AO-ADMM: Constraints in all modes. EUSIPCO 2021: 1040-1044 - [c23]Nicolas Nadisic
Exact Biobjective k-Sparse Nonnegative Least Squares. EUSIPCO 2021: 2079-2083 - [i15]Marie Roald, Carla Schenker, Jeremy E. Cohen, Evrim Acar:
PARAFAC2 AO-ADMM: Constraints in all modes. CoRR abs/2102.02087 (2021) - [i14]Axel Marmoret, Jérémy E. Cohen, Nancy Bertin, Frédéric Bimbot:
Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation. CoRR abs/2104.08580 (2021) - [i13]Axel Marmoret
Multi-Channel Automatic Music Transcription Using Tensor Algebra. CoRR abs/2107.11250 (2021) - [i12]Marie Roald, Carla Schenker, Rasmus Bro, Jeremy E. Cohen, Evrim Acar:
An AO-ADMM approach to constraining PARAFAC2 on all modes. CoRR abs/2110.01278 (2021) - [i11]Axel Marmoret
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of audio signals. CoRR abs/2110.14434 (2021) - [i10]Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot:
Exploring single-song autoencoding schemes for audio-based music structure analysis. CoRR abs/2110.14437 (2021) - [i9]Jeremy E. Cohen:
Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding problem. CoRR abs/2111.12399 (2021) - 2020
- [c22]Carla Schenker, Jeremy E. Cohen, Evrim Acar
An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization. EUSIPCO 2020: 985-989 - [c21]Andersen Man Shun Ang, Jeremy E. Cohen, Le Thi Khanh Hien, Nicolas Gillis:
Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition. ICASSP 2020: 3147-3151 - [c20]Nicolas Nadisic
Exact Sparse Nonnegative Least Squares. ICASSP 2020: 5395-5399 - [c19]Axel Marmoret, Jeremy E. Cohen, Frédéric Bimbot, Nancy Bertin:
Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation. ISMIR 2020: 788-794 - [c18]Nicolas Nadisic
Sparse Separable Nonnegative Matrix Factorization. ECML/PKDD (1) 2020: 335-350 - [i8]Andersen Man Shun Ang
Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization. CoRR abs/2001.04321 (2020) - [i7]Nicolas Nadisic, Arnaud Vandaele, Jérémy E. Cohen, Nicolas Gillis:
Sparse Separable Nonnegative Matrix Factorization. CoRR abs/2006.07553 (2020) - [i6]Carla Schenker, Jeremy E. Cohen, Evrim Acar:
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings. CoRR abs/2007.09605 (2020) - [i5]Clement Elvira, Jeremy E. Cohen, Cédric Herzet, Rémi Gribonval:
Continuous dictionaries meet low-rank tensor approximations. CoRR abs/2009.06340 (2020)
2010 – 2019
- 2019
- [j6]Jeremy E. Cohen, Nicolas Gillis
Identifiability of Complete Dictionary Learning. SIAM J. Math. Data Sci. 1(3): 518-536 (2019) - [c17]Cássio Fraga Dantas, Jérémy E. Cohen, Rémi Gribonval:
Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising. EUSIPCO 2019: 1-5 - [c16]Jeremy E. Cohen, Nicolas Gillis
Nonnegative Low-rank Sparse Component Analysis. ICASSP 2019: 8226-8230 - [c15]Cássio Fraga Dantas
Hyperspectral Image Denoising using Dictionary Learning. WHISPERS 2019: 1-5 - 2018
- [j5]Jeremy E. Cohen
Spectral Unmixing With Multiple Dictionaries. IEEE Geosci. Remote. Sens. Lett. 15(2): 187-191 (2018) - [j4]Jeremy Emile Cohen
Dictionary-Based Tensor Canonical Polyadic Decomposition. IEEE Trans. Signal Process. 66(7): 1876-1889 (2018) - [c14]Jeremy Emile Cohen, Rodrigo Cabral Farias, Bertrand Rivet:
Curve Registered Coupled Low Rank Factorization. LVA/ICA 2018: 36-45 - [c13]Jeremy E. Cohen, Rasmus Bro
Nonnegative PARAFAC2: A Flexible Coupling Approach. LVA/ICA 2018: 89-98 - [c12]Cássio Fraga Dantas
Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor Decompositions. LVA/ICA 2018: 456-466 - [i4]Jeremy Emile Cohen, Rodrigo Cabral Farias
Curve Registered Coupled Low Rank Factorization. CoRR abs/1802.03203 (2018) - [i3]Jérémy E. Cohen, Nicolas Gillis:
Identifiability of Low-Rank Sparse Component Analysis. CoRR abs/1808.08765 (2018) - 2017
- [c11]Jeremy E. Cohen, Nicolas Gillis:
A new approach to dictionary-based nonnegative matrix factorization. EUSIPCO 2017: 493-497 - [c10]Jeremy E. Cohen, Pierre Comon, Nicolas Gillis
Some Theory on Non-negative Tucker Decomposition. LVA/ICA 2017: 152-161 - [c9]Christian Rohlfing
Very low bitrate spatial audio coding with dimensionality reduction. ICASSP 2017: 741-745 - 2016
- [b1]Jeremy E. Cohen:
Environmental multiway data mining. (Fouille de données tensorielles environnementales). Grenoble Alpes University, France, 2016 - [j3]Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias
Nonnegative Tensor CP Decomposition of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 54(5): 2577-2588 (2016) - [j2]Rodrigo Cabral Farias
Exploring Multimodal Data Fusion Through Joint Decompositions with Flexible Couplings. IEEE Trans. Signal Process. 64(18): 4830-4844 (2016) - [c8]Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias
Canonical polyadic decomposition of hyperspectral patch tensors. EUSIPCO 2016: 2176-2180 - [c7]Jeremy Emile Cohen, Rodrigo Cabral Farias, Pierre Comon:
Joint tensor compression for coupled canonical polyadic decompositions. EUSIPCO 2016: 2285-2289 - [c6]Bertrand Rivet, Jeremy E. Cohen:
Modeling time warping in tensor decomposition. SAM 2016: 1-5 - [c5]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: 1-5 - 2015
- [j1]Jeremy E. Cohen, Rodrigo Cabral Farias
Fast Decomposition of Large Nonnegative Tensors. IEEE Signal Process. Lett. 22(7): 862-866 (2015) - [c4]Miguel Angel Veganzones, Jeremy E. Cohen, R. Cabrai Farias, Ruben Marrero, Jocelyn Chanussot, Pierre Comon:
Multilinear spectral unmixing of hyperspectral multiangle images. EUSIPCO 2015: 744-748 - [c3]Rodrigo Cabral Farias, Jeremy Emile Cohen, Christian Jutten, Pierre Comon:
Joint Decompositions with Flexible Couplings. LVA/ICA 2015: 119-126 - [c2]Maxime Boizard, Rémy Boyer, Gérard Favier, Jeremy E. Cohen, Pierre Comon:
Performance estimation for tensor CP decomposition with structured factors. ICASSP 2015: 3482-3486 - [i2]Rodrigo Cabral Farias
Exploring multimodal data fusion through joint decompositions with flexible couplings. CoRR abs/1505.07717 (2015) - [i1]Jeremy E. Cohen:
About Notations in Multiway Array Processing. CoRR abs/1511.01306 (2015) - 2014
- [c1]Jeremy E. Cohen, Pierre Comon:
On almost sure identifiability of non multilinear tensor decomposition. EUSIPCO 2014: 2245-2249
Coauthor Index
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