Sphere Refinement in Gap Safe Screening

Authors: Dantas, C.F., Soubies, E., Fevotte, C.

Source: IEEE Signal Processing Letters IEEE Signal Process. Lett. Signal Processing Letters, IEEE. 30:608-612 2023

Majorization-Minimization for Sparse Nonnegative Matrix Factorization With the $\beta$-Divergence

Authors: Marmin, A., Goulart, J.H.d.M., Fevotte, C.

Source: IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 71:1435-1447 2023

Leveraging Joint-Diagonalization in Transform-Learning NMF

Authors: Zhang, S., Soubies, E., Fevotte, C.

Source: IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 70:3802-3817 2022

Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval

Authors: Vial, P., Magron, P., Oberlin, T., Fevotte, C.

Source: IEEE Signal Processing Letters IEEE Signal Process. Lett. Signal Processing Letters, IEEE. 29:1619-1623 2022

A Majorization-Minimization Algorithm for Nonnegative Binary Matrix Factorization

Authors: Magron, P., Fevotte, C.

Source: IEEE Signal Processing Letters IEEE Signal Process. Lett. Signal Processing Letters, IEEE. 29:1526-1530 2022

Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery

Authors: Vial, P., Magron, P., Oberlin, T., Fevotte, C.

Source: IEEE Journal of Selected Topics in Signal Processing IEEE J. Sel. Top. Signal Process. Selected Topics in Signal Processing, IEEE Journal of. 15(1):51-64 Jan, 2021

Adversarially-Trained Nonnegative Matrix Factorization

Authors: Cai, T., Tan, V.Y.F., Fevotte, C.

Source: IEEE Signal Processing Letters IEEE Signal Process. Lett. Signal Processing Letters, IEEE. 28:1415-1419 2021

A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization

Authors: Filstroff, L., Gouvert, O., Fevotte, C., Cappe, O.

Source: IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 69:1614-1626 2021

Positive Semidefinite Matrix Factorization: A Connection With Phase Retrieval and Affine Rank Minimization

Authors: Lahat, D., Lang, Y., Tan, V.Y.F., Fevotte, C.

Source: IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 69:3059-3074 2021

Negative Binomial Matrix Factorization

Authors: Gouvert, O., Oberlin, T., Fevotte, C.

Source: IEEE Signal Processing Letters IEEE Signal Process. Lett. Signal Processing Letters, IEEE. 27:815-819 2020

On the Identifiability of Transform Learning for Non-Negative Matrix Factorization

Authors: Zhang, S., Soubies, E., Fevotte, C.

Source: IEEE Signal Processing Letters IEEE Signal Process. Lett. Signal Processing Letters, IEEE. 27:1555-1559 2020

Factor Analysis of Dynamic PET Images: Beyond Gaussian Noise

Authors: Cavalcanti, Y.C., Oberlin, T., Dobigeon, N., Fevotte, C., Stute, S., Ribeiro, M., Tauber, C.

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 38(9):2231-2241 Sep, 2019

NenUFAR: Instrument description and science case

Authors: Zarka, P., Tagger, M., Denis, L., Girard, J. N., Konovalenko, A., Atemkeng, M., Arnaud, M., Azarian, S., Barsuglia, M., Bonafede, A., Boone, F., Bosma, A., Boyer, R., Branchesi, M., Briand, C., Cecconi, B., Celestin, S., Charrier, D., Chassande-Mottin, E., Coffre, A., Cognard, I., Combes, F., Corbel, S., Courte, C., Dabbech, A., Daiboo, S., Dallier, R., Dumez-Viou, C., El Korso, M. N., Falgarone, E., Falkovych, I., Ferrari, A., Ferrari, C., Ferriere, K., Fevotte, C., Fialkov, A., Fullekrug, M., Gerard, E., Griebmeier, J.-M., Guiderdoni, B., Guillemot, L., Hessels, J., Koopmans, L., Kondratiev, V., Lamy, L., Lanz, T., Larzabal, P., Lehnert, M., Levrier, F., Loh, A., Macario, G., Maintoux, J.-J., Martin, L., Mary, D., Masson, S., Miville-Deschenes, M.-A., Oberoi, D., Panchenko, M., Pandey-Pommier, M., Petiteau, A., Pincon, J.-L., Revenu, B., Rible, F., Richard, C., Rucker, H. O., Salome, P., Semelin, B., Serylak, M., Smirnov, O., Stappers, B., Taffoureau, C., Tasse, C., Theureau, G., Tokarsky, P., Torchinsky, S., Ulyanov, O., van Driel, W., Vasylieva, I., Vaubaillon, J., Vazza, F., Vergani, S., Was, M., Weber, R., Zakharenko, V.

Source: 2015 International Conference on Antenna Theory and Techniques (ICATT) Antenna Theory and Techniques (ICATT), 2015 International Conference on. :1-6 Apr, 2015

Relation: 2015 International Conference on Antenna Theory and Techniques (ICATT)

Piecewise constant nonnegative matrix factorization

Authors: Seichepine, N., Essid, S., Fevotte, C., Cappe, O.

Source: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on. :6721-6725 May, 2014

Relation: ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization

Authors: Seichepine, N., Essid, S., Fevotte, C., Cappe, O.

Source: 2013 IEEE International Conference on Acoustics, Speech and Signal Processing Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on. :3537-3541 May, 2013

Relation: ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Decomposing the video editing structure of a talk-show using nonnegative matrix factorization

Authors: Essid, S., Fevotte, C.

Source: 2012 19th IEEE International Conference on Image Processing Image Processing (ICIP), 2012 19th IEEE International Conference on. :3105-3108 Sep, 2012

Relation: 2012 19th IEEE International Conference on Image Processing (ICIP 2012)

Efficient Markov chain Monte Carlo inference in composite models with space alternating data augmentation

Authors: Fevotte, C., Cappe, O., Cemgil, A. T.

Source: 2011 IEEE Statistical Signal Processing Workshop (SSP) Statistical Signal Processing Workshop (SSP), 2011 IEEE. :221-224 Jun, 2011

Relation: 2011 IEEE Statistical Signal Processing Workshop (SSP)

Soft Nonnegative Matrix Co-Factorization

Authors: Seichepine, N., Essid, S., Fevotte, C., Cappe, O.

Source: IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 62(22):5940-5949 Nov, 2014

Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view

Authors: Smaragdis, P., Fevotte, C., Mysore, G., Mohammadiha, N., Hoffman, M.

Source: IEEE Signal Processing Magazine IEEE Signal Process. Mag. Signal Processing Magazine, IEEE. 31(3):66-75 May, 2014

Bayesian computational methods for sparse audio and music processing

Authors: Godsill, S.J., Cemgil, A.T., Fevotte, C., Wolfe, P.J.

Source: 2007 15th European Signal Processing Conference Signal Processing Conference, 2007 15th European. :345-349 Sep, 2007

Relation: 2007 15th European Signal Processing Conference