Jérémy E. Cohen

According to our database1, Jérémy E. Cohen authored at least 41 papers between 2014 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
Accelerating block coordinate descent for nonnegative tensor factorization.
Numer. Linear Algebra Appl., 2021

A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations With Linear Couplings.
IEEE J. Sel. Top. Signal Process., 2021

Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding problem.
CoRR, 2021

Exploring single-song autoencoding schemes for audio-based music structure analysis.
CoRR, 2021

Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of audio signals.
CoRR, 2021

An AO-ADMM approach to constraining PARAFAC2 on all modes.
CoRR, 2021

Multi-Channel Automatic Music Transcription Using Tensor Algebra.
CoRR, 2021

PARAFAC2 AO-ADMM: Constraints in all modes.
Proceedings of the 29th European Signal Processing Conference, 2021

Exact Biobjective k-Sparse Nonnegative Least Squares.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Continuous dictionaries meet low-rank tensor approximations.
CoRR, 2020

Sparse Separable Nonnegative Matrix Factorization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Exact Sparse Nonnegative Least Squares.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Identifiability of Complete Dictionary Learning.
SIAM J. Math. Data Sci., 2019

Hyperspectral Image Denoising using Dictionary Learning.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Nonnegative Low-rank Sparse Component Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2019

Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Dictionary-Based Tensor Canonical Polyadic Decomposition.
IEEE Trans. Signal Process., 2018

Spectral Unmixing With Multiple Dictionaries.
IEEE Geosci. Remote. Sens. Lett., 2018

Identifiability of Low-Rank Sparse Component Analysis.
CoRR, 2018

Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor Decompositions.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Curve Registered Coupled Low Rank Factorization.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Nonnegative PARAFAC2: A Flexible Coupling Approach.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017
Very low bitrate spatial audio coding with dimensionality reduction.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Some Theory on Non-negative Tucker Decomposition.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

A new approach to dictionary-based nonnegative matrix factorization.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Environmental multiway data mining. (Fouille de données tensorielles environnementales).
PhD thesis, 2016

Exploring Multimodal Data Fusion Through Joint Decompositions with Flexible Couplings.
IEEE Trans. Signal Process., 2016

Nonnegative Tensor CP Decomposition of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens., 2016

Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Modeling time warping in tensor decomposition.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Canonical polyadic decomposition of hyperspectral patch tensors.
Proceedings of the 24th European Signal Processing Conference, 2016

Joint tensor compression for coupled canonical polyadic decompositions.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Fast Decomposition of Large Nonnegative Tensors.
IEEE Signal Process. Lett., 2015

About Notations in Multiway Array Processing.
CoRR, 2015

Performance estimation for tensor CP decomposition with structured factors.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Joint Decompositions with Flexible Couplings.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Multilinear spectral unmixing of hyperspectral multiangle images.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
On almost sure identifiability of non multilinear tensor decomposition.
Proceedings of the 22nd European Signal Processing Conference, 2014


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