C'edric F'evotte

Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery

Paul Magron, Cédric Févotte, Thomas Oberlin, 2020, IEEE Journal of Selected Topics in Signal Processing.

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

V. Tan, D. Lahat, C'edric F'evotte, 2020, IEEE Transactions on Signal Processing.

Expanding boundaries of Gap Safe screening

C. Dantas, Emmanuel Soubies, C'edric F'evotte, 2021, J. Mach. Learn. Res..

Ordinal Non-negative Matrix Factorization for Recommendation

T. Oberlin, C'edric F'evotte, Olivier Gouvert, 2020, ICML.

Multi-Resolution Beta-Divergence NMF for Blind Spectral Unmixing

Nicolas Gillis, C'edric F'evotte, Valentin Leplat, 2020, Signal Process..

Leveraging the Structure of Musical Preference in Content-Aware Music Recommendation

Paul Magron, C'edric F'evotte, P. Magron, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Second-Order Step-Size Tuning of SGD for Non-Convex Optimization pdf

Edouard Pauwels, C'edric F'evotte, Camille Castera, 2021, Neural Processing Letters.

Adversarially-Trained Nonnegative Matrix Factorization

V. Tan, C'edric F'evotte, Ting Cai, 2021, IEEE Signal Processing Letters.

Neural content-aware collaborative filtering for cold-start music recommendation

P. Magron, C'edric F'evotte, 2021, Data Mining and Knowledge Discovery.