Jeremy E. COHEN

Documents

Publications

	Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm Axel Marmoret , Jérémy E Cohen , Frédéric Bimbot Transactions of the International Society for Music Information Retrieval (TISMIR), 2023, 6 (1), pp.167-185. ⟨10.5334/tismir.167⟩ Journal articles hal-04323556v1
	Dictionary-Based Low-Rank Approximations and the Mixed Sparse Coding Problem Jérémy E Cohen Frontiers in Applied Mathematics and Statistics, 2022, 8, ⟨10.3389/fams.2022.801650⟩ Journal articles hal-03689288v1
	An AO-ADMM Approach to Constraining PARAFAC2 on All Modes Marie Roald , Carla Schenker , Vince Calhoun , Tülay Adali , Rasmus Bro SIAM Journal on Mathematics of Data Science, 2022, 4 (3), pp.1191-1222. ⟨10.1137/21M1450033⟩ Journal articles hal-03852728v1
	Matrix-wise $\ell _0$-constrained sparse nonnegative least squares Nicolas Nadisic , Jérémy E Cohen , Arnaud Vandaele , Nicolas Gillis Machine Learning, 2022, 111 (12), pp.4453-4495. ⟨10.1007/s10994-022-06260-2⟩ Journal articles hal-04299529v1
	Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization Andersen Man Shun Ang , Jérémy E Cohen , Nicolas Gillis , Le Thi Khanh Hien Numerical Linear Algebra with Applications, 2021, 28 (5), ⟨10.1002/nla.2373⟩ Journal articles hal-03038513v1
	A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings Carla Schenker , Jérémy E Cohen , Evrim Acar IEEE Journal of Selected Topics in Signal Processing, 2020, 15 (3), pp.506-521. ⟨10.1109/JSTSP.2020.3045848⟩ Journal articles hal-03038493v1
	Identifiability of Complete Dictionary Learning Jérémy E Cohen , Nicolas Gillis SIAM Journal on Mathematics of Data Science, 2019, 1 (3), pp.518--536. ⟨10.1137/18M1233339⟩ Journal articles hal-02183578v1
	An open challenge to advance probabilistic forecasting for dengue epidemics Michael Johansson , Karyn Apfeldorf , Scott Dobson , Jason Devita , Anna Buczak Proceedings of the National Academy of Sciences of the United States of America, 2019, 116 (48), pp.24268-24274. ⟨10.1073/pnas.1909865116⟩ Journal articles hal-02747365v1
	Spectral Unmixing With Multiple Dictionaries Jeremy E Cohen , Nicolas Gillis IEEE Geoscience and Remote Sensing Letters, 2018, 15 (2), pp.187-191. ⟨10.1109/LGRS.2017.2779477⟩ Journal articles hal-02141152v1
	Dictionary-Based Tensor Canonical Polyadic Decomposition Jeremy Emile Cohen , Nicolas Gillis IEEE Transactions on Signal Processing, 2018, 66 (7), pp.1876-1889. ⟨10.1109/TSP.2017.2777393⟩ Journal articles hal-02141147v1
	Exploring multimodal data fusion through joint decompositions with flexible couplings Rodrigo Cabral Farias , Jérémy E Cohen , Pierre Comon IEEE Transactions on Signal Processing, 2016, 64 (18), pp.4830-4844. ⟨10.1109/TSP.2016.2576425⟩ Journal articles hal-01158082v1
	Correcting inner filter effects, a non multilinear tensor decomposition method Jérémy E Cohen , Pierre Comon , Xavier Luciani Chemometrics and Intelligent Laboratory Systems, 2016, 150, pp.29-40. ⟨10.1016/j.chemolab.2015.11.002⟩ Journal articles hal-01158152v1
	Nonnegative tensor CP decomposition of hyperspectral data Miguel Angel Veganzones , Jérémy E Cohen , Rodrigo Cabral Farias , Jocelyn Chanussot , Pierre Comon IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (5), pp.2577-2588. ⟨10.1109/TGRS.2015.2503737⟩ Journal articles hal-01134470v2
	Fast Decomposition of Large Nonnegative Tensors Jérémy E Cohen , Rodrigo Cabral Farias , Pierre Comon IEEE Signal Processing Letters, 2015, 22 (7), pp.862-866. ⟨10.1109/LSP.2014.2374838⟩ Journal articles hal-01069069v1

	Régularisation implicite des factorisations de faible rang pénalisées Jérémy E Cohen GRETSI, Aug 2023, Grenoble, France Conference papers hal-04058775v3
	Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of audio signals Axel Marmoret , Florian Voorwinden , Valentin Leplat , Jérémy E Cohen , Frédéric Bimbot GRETSI, XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France Conference papers hal-03409508v1
	PARAFAC2 AO-ADMM: Constraints in all modes Marie Roald , Carla Schenker , Jérémy E Cohen , Evrim Acar EUSIPCO 2021 - 29th European Signal Processing Conference, Aug 2021, virtual, France. pp.1-4 Conference papers hal-03439425v1
	Exact Biobjective k-Sparse Nonnegative Least Squares Nicolas Nadisic , Arnaud Vandaele , Nicolas Gillis , Jérémy E Cohen EUSIPCO 2021 - 29th European Signal Processing Conference, Aug 2021, virtual, France. pp.1-5 Conference papers hal-03439451v1
	An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization Carla Schenker , Jérémy E Cohen , Evrim Acar EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Virtual, Netherlands. pp.1-5 Conference papers hal-03038083v1
	Exact Sparse Nonnegative Least Squares Nicolas Nadisic , Arnaud Vandaele , Nicolas Gillis , Jérémy E Cohen ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, France. pp.5395-5399, ⟨10.1109/ICASSP40776.2020.9053295⟩ Conference papers hal-02634895v1
	Uncovering Audio Patterns in Music with Nonnegative Tucker Decomposition for Structural Segmentation Axel Marmoret , Jérémy E Cohen , Nancy Bertin , Frédéric Bimbot ISMIR 2020 - 21st International Society for Music Information Retrieval, Oct 2020, Montréal (Online), Canada. pp.1-7 Conference papers hal-02928733v1
	EXTRAPOLATED ALTERNATING ALGORITHMS FOR APPROXIMATE CANONICAL POLYADIC DECOMPOSITION Andersen Man Shun Ang , Andersen Man , Shun Ang , Jérémy E Cohen , Le Thi Khanh ICASSP, May 2020, Barcelone, Spain. ⟨10.1109/ICASSP40776.2020.9053849⟩ Conference papers hal-02330641v2
	Sparse Separable Nonnegative Matrix Factorization Nicolas Nadisic , Arnaud Vandaele , Jérémy E Cohen , Nicolas Gillis ECML PKDD 2020 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2020, Ghent, Belgium. pp.1-20 Conference papers hal-02869490v1
	Continuous dictionaries meet low-rank tensor approximations Clément Elvira , Jérémy E Cohen , Cédric Herzet , Rémi Gribonval iTwist 2020 - International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Jun 2020, Nantes, France. pp.1-3 Conference papers hal-02567115v1
	Nonnegative Low-rank Sparse Component Analysis Jeremy E Cohen , Nicolas Gillis ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.8226-8230, ⟨10.1109/ICASSP.2019.8682188⟩ Conference papers hal-02201471v1
	Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising Cassio F. Dantas , Jeremy E Cohen , Rémi Gribonval EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, A Coruña, Spain. pp.1-5, ⟨10.23919/EUSIPCO.2019.8902593⟩ Conference papers hal-02126782v2
	Hyperspectral Image Denoising using Dictionary Learning Cassio F. Dantas , Jérémy E Cohen , Rémi Gribonval WHISPERS 2019 - 10th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Sep 2019, Amsterdam, Netherlands. pp.1-5, ⟨10.1109/WHISPERS.2019.8921110⟩ Conference papers hal-02175630v1
	Accelerating Approximate Nonnegative Canonical Polyadic Decomposition using Extrapolation Andersen Ang , Jeremy E Cohen , Nicolas Gillis GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. pp.1-4 Conference papers hal-02143969v1
	Handling negative patterns for fast single-pixel lifetime imaging Antonio Lorente Mur , Marien Ochoa , Jérémy E Cohen , Xavier Intes , Nicolas Ducros 2019 - Molecular-Guided Surgery: Molecules, Devices, and Applications V, Feb 2019, San Francisco, United States. pp.1-10, ⟨10.1117/12.2511123⟩ Conference papers hal-02017598v2
	Nonnegative PARAFAC2: A Flexible Coupling Approach Jeremy E Cohen , Rasmus Bro 14th International conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.89-98 Conference papers hal-02141162v1
	Learning fast dictionaries for sparse representations using low-rank tensor decompositions Cassio Fraga Dantas , Jérémy E Cohen , Rémi Gribonval LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.456-466, ⟨10.1007/978-3-319-93764-9_42⟩ Conference papers hal-01709343v2
	Curve Registered Coupled Low Rank Factorization Jérémy E Cohen , Rodrigo Cabral Farias , Bertrand Rivet LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom Conference papers hal-01710498v1
	Very Low Bitrate Spatial Audio Coding with Dimensionality Reduction Christian Rohlfing , Jeremy E Cohen , Antoine Liutkus 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States Conference papers hal-01515954v1
	Some theory on Non-negative Tucker Decomposition Jérémy E Cohen , Pierre Comon , Nicolas Gillis LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Feb 2017, Grenoble, France Conference papers hal-01420297v2
	A New Approach to Dictionary-Based Nonnegative Matrix Factorization Jérémy E Cohen , Nicolas Gillis EUSIPCO 2017, Aug 2017, Kos, Greece. ⟨10.23919/EUSIPCO.2017.8081256⟩ Conference papers hal-01493420v1
	Joint Tensor Compression for Coupled Canonical Polyadic Decompositions Jérémy E Cohen , Rodrigo Cabral Farias , Pierre Comon EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary Conference papers hal-01326132v1
	Modeling time warping in tensor decomposition Bertrand Rivet , Jeremy E Cohen SAM 2016 - 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil. pp.1 - 5, ⟨10.1109/SAM.2016.7569733⟩ Conference papers hal-01400552v1
	Nonnegative CP decomposition of multiangle hyperspectral data: a case study on CRISM observations of martian icy surface Miguel Angel Veganzones , Sylvain Douté , Jérémy E Cohen , Rodrigo Cabral Farias , Jocelyn Chanussot WHISPERS 2016 - 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, CA, United States Conference papers hal-01382360v1
	Canonical polyadic decomposition of hyperspectral patch tensors Miguel Angel Veganzones , Jérémy E Cohen , Rodrigo Cabral Farias , Konstantin Usevich , Lucas Drumetz EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.2176-2180, ⟨10.1109/EUSIPCO.2016.7760634⟩ Conference papers hal-01382362v1
	Multilinear spectral unmixing of hyperspectral multiangle images Miguel Angel Veganzones , Jérémy E Cohen , Rodrigo Cabral Farias , Ruben Marrero , Jocelyn Chanussot EUSIPCO 2015 - 23th European Signal Processing Conference, IEEE Signal Processing Society, Aug 2015, Nice, France. pp.749-753 Conference papers hal-01158900v1
	Analyse de grandes données tensorielles couplées Jérémy E Cohen , Rodrigo Cabral Farias , Pierre Comon GRETSI 2015 - XXVème Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France Conference papers hal-01135090v1
	Performances estimation for tensor CP decomposition with structured factors Mélanie Boizard , Remy Boyer , Gérard Favier , Jérémy E Cohen , Pierre Comon ICASSP 2015 - 40th IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbane, Australia. pp.3482-3486, ⟨10.1109/icassp.2015.7178618⟩ Conference papers hal-01072538v2
	Joint decompositions with flexible couplings Rodrigo Cabral Farias , Jérémy E Cohen , Christian Jutten , Pierre Comon LVA/ICA 2015 - 12th International Conference on Latent Variable Analysis and Signal Separation, Aug 2015, Liberec, Czech Republic. ⟨10.1007/978-3-319-22482-414⟩ Conference papers hal-01135920v2
	On almost sure identifiability of non multilinear tensor decomposition Jérémy E Cohen , Pierre Comon EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Spain. pp.2245-2249 Conference papers hal-01059060v2

	Factorisation exacte pour la généralisation de motifs en imagerie monopixel Antonio Lorente Mur , Jérémy E Cohen , Nicolas Ducros JIONC - 14ème Journées d'Imagerie Optique Non Conventionelle, Mar 2019, Paris, France. pp.1 Conference poster hal-02170148v1

	Tensor decompositions: principles and application to food sciences Jérémy E Cohen , Rasmus Bro , Pierre Comon Christian Jutten (Editor); Leonardo Tomazeli Duarte (Editor); Said Moussaoui (Editor). Source Separation in Physical-Chemical Sensing, Wiley, pp.255-324, 2023, ISBN 978-1-119-13722-1 Book sections hal-03367935v2

	Joint Reconstruction and Spectral Unmixing from Single-Pixel Acquisitions Séréna Hariga , Jérémy E Cohen , Nicolas Ducros 2024 Preprints, Working Papers, ... hal-04539349v1
	Multi-Channel Automatic Music Transcription Using Tensor Algebra Axel Marmoret , Nancy Bertin , Jérémy E Cohen 2021 Preprints, Working Papers, ... hal-03301448v1
	Computing the proximal operator of the $\ell_1$ induced matrix norm Jérémy E Cohen 2020 Preprints, Working Papers, ... hal-03037844v1

	Orthogonal matching pursuit-based algorithms for the Birkhoff-von Neumann decomposition Damien Lesens , Jérémy E Cohen , Bora Uçar RR-9543, Inria Lyon. 2024, pp.12 Reports hal-04500014v1
	A Tour of Constrained Tensor Canonical Polyadic Decomposition Jérémy E Cohen , Konstantin Usevich , Pierre Comon [Research Report] GIPSA-lab. 2016 Reports hal-01311795v1
	About Notations in Multiway Array Processing Jérémy E Cohen [Research Report] CNRS Gipsa-lab. 2015 Reports hal-01227873v1

	Environmental Multiway Data Mining Jérémy E Cohen Signal and Image processing. Université Grenoble Alpes, 2016. English. ⟨NNT : 2016GREAT054⟩ Theses tel-01371777v3

	as_seg: module for computing and segmenting autosimilarity matrices Axel Marmoret , Jérémy E Cohen , Frédéric Bimbot 2022, ⟨swh:1:dir:9dc1e7122029d152d0eb4d382ada0d470ef1258c;origin=https://hal.archives-ouvertes.fr/hal-03797507;visit=swh:1:snp:379fa9c50ce54dc9e91aaa9681eb4ca491cf7a95;anchor=swh:1:rel:23476ea6190b9f518d92af8d1c5b73dac17d5c6d;path=/⟩ Software hal-03797507v1
	BarMusComp: module for computing barwise compressed representations of music Axel Marmoret , Jérémy E Cohen , Frédéric Bimbot 2022, ⟨swh:1:dir:62304a25bfcb351a4af871645073954fa7e5804a;origin=https://hal.archives-ouvertes.fr/hal-03782914;visit=swh:1:snp:772dcf77ebdbe33f416b1db16618cecc0da4cd47;anchor=swh:1:rel:9300586386bb03dd1027f765686e363cf0d3d014;path=/⟩ Software hal-03782914v1
	MusicAE: Encoding songs with Autoencoders to reveal structure Axel Marmoret , Jérémy E Cohen , Frédéric Bimbot 2021, ⟨swh:1:dir:a5df9cf7e88b8893dc205465dbd7ba6595869d0a;origin=https://hal.archives-ouvertes.fr/hal-03406224;visit=swh:1:snp:18fb7d99d56d01720cd104405c78dfe757c06308;anchor=swh:1:rev:fb43c7c06c6483761726c753df0905510487458b;path=/⟩ Software hal-03406224v1
	MusicOnPolytopes Axel Marmoret , Jérémy E Cohen , Frédéric Bimbot 2021, ⟨swh:1:dir:8b248e8de9b9f36dc56ce7d300831511ab75c411;origin=https://hal.archives-ouvertes.fr/hal-03151484;visit=swh:1:snp:37434c31fd90851c1f5e2931f76433599d2b50cf;anchor=swh:1:rev:4a1cd279fac42cad9781de97dce1b2c61bf362fe;path=/⟩ Software hal-03151484v1
	nn_fac: Nonnegative Factorization techniques toolbox Axel Marmoret , Jérémy E Cohen 2020, ⟨swh:1:dir:ec2a2153951a7f79b7d980ea0d9c7601e5755de9;origin=https://hal.archives-ouvertes.fr/hal-02915456;visit=swh:1:snp:6e4be34b95db089bc5e4455abb4037d0b633b9fe;anchor=swh:1:rev:88782798ee67126597c52fb12312a462e9f6439b;path=/⟩ Software hal-02915456v1
	MusicNTD Axel Marmoret , Jérémy E Cohen , Nancy Bertin , Frédéric Bimbot 2020, ⟨swh:1:dir:f6dc646c35c2f8f5ae5d8f6c0f37ed24fe4444da;origin=https://hal.archives-ouvertes.fr/hal-02915453;visit=swh:1:snp:fd7a937b4d29ee53880659f530863df693c22f30;anchor=swh:1:rev:3c97ce0a8ec7515ea36b40912f885286938099a9;path=/⟩ Software hal-02915453v1

Jeremy E. COHEN

Publications

Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm

Dictionary-Based Low-Rank Approximations and the Mixed Sparse Coding Problem

An AO-ADMM Approach to Constraining PARAFAC2 on All Modes

Matrix-wise $\ell _0$-constrained sparse nonnegative least squares

Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization

A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings

Identifiability of Complete Dictionary Learning

An open challenge to advance probabilistic forecasting for dengue epidemics

Spectral Unmixing With Multiple Dictionaries

Dictionary-Based Tensor Canonical Polyadic Decomposition

Exploring multimodal data fusion through joint decompositions with flexible couplings

Correcting inner filter effects, a non multilinear tensor decomposition method

Nonnegative tensor CP decomposition of hyperspectral data

Fast Decomposition of Large Nonnegative Tensors

Régularisation implicite des factorisations de faible rang pénalisées

Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of audio signals

PARAFAC2 AO-ADMM: Constraints in all modes

Exact Biobjective k-Sparse Nonnegative Least Squares

An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization

Exact Sparse Nonnegative Least Squares

Uncovering Audio Patterns in Music with Nonnegative Tucker Decomposition for Structural Segmentation

EXTRAPOLATED ALTERNATING ALGORITHMS FOR APPROXIMATE CANONICAL POLYADIC DECOMPOSITION

Sparse Separable Nonnegative Matrix Factorization

Continuous dictionaries meet low-rank tensor approximations

Nonnegative Low-rank Sparse Component Analysis

Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising

Hyperspectral Image Denoising using Dictionary Learning

Accelerating Approximate Nonnegative Canonical Polyadic Decomposition using Extrapolation

Handling negative patterns for fast single-pixel lifetime imaging

Nonnegative PARAFAC2: A Flexible Coupling Approach

Learning fast dictionaries for sparse representations using low-rank tensor decompositions

Curve Registered Coupled Low Rank Factorization

Very Low Bitrate Spatial Audio Coding with Dimensionality Reduction

Some theory on Non-negative Tucker Decomposition

A New Approach to Dictionary-Based Nonnegative Matrix Factorization

Joint Tensor Compression for Coupled Canonical Polyadic Decompositions

Modeling time warping in tensor decomposition

Nonnegative CP decomposition of multiangle hyperspectral data: a case study on CRISM observations of martian icy surface

Canonical polyadic decomposition of hyperspectral patch tensors

Multilinear spectral unmixing of hyperspectral multiangle images

Analyse de grandes données tensorielles couplées

Performances estimation for tensor CP decomposition with structured factors

Joint decompositions with flexible couplings

On almost sure identifiability of non multilinear tensor decomposition

Factorisation exacte pour la généralisation de motifs en imagerie monopixel

Tensor decompositions: principles and application to food sciences

Joint Reconstruction and Spectral Unmixing from Single-Pixel Acquisitions

Multi-Channel Automatic Music Transcription Using Tensor Algebra

Computing the proximal operator of the $\ell_1$ induced matrix norm

Orthogonal matching pursuit-based algorithms for the Birkhoff-von Neumann decomposition

A Tour of Constrained Tensor Canonical Polyadic Decomposition

About Notations in Multiway Array Processing

Environmental Multiway Data Mining

as_seg: module for computing and segmenting autosimilarity matrices

BarMusComp: module for computing barwise compressed representations of music

MusicAE: Encoding songs with Autoencoders to reveal structure

MusicOnPolytopes

nn_fac: Nonnegative Factorization techniques toolbox

MusicNTD