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5

Emmanuel Soubies


Cédric Févotte   

Preprints, Working Papers, ...1 document

  • Cassio F. Dantas, Emmanuel Soubies, Cédric Févotte. Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening. 2022. ⟨hal-03564336⟩

Journal articles3 documents

  • Sixin Zhang, Emmanuel Soubies, Cédric Févotte. Leveraging Joint-Diagonalization in Transform-Learning NMF. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2022, ⟨10.1109/TSP.2022.3188177⟩. ⟨hal-03481041⟩
  • Cassio F. Dantas, Emmanuel Soubies, Cédric Févotte. Expanding boundaries of Gap Safe screening. Journal of Machine Learning Research, Microtome Publishing, 2021, 22 (236), pp.1-57. ⟨hal-03147502v2⟩
  • Sixin Zhang, Emmanuel Soubies, Cédric Févotte. On the Identifiability of Transform Learning for Non-negative Matrix Factorization. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2020, 27, pp.1555 - 1559. ⟨10.1109/LSP.2020.3020431⟩. ⟨hal-02542653v5⟩

Conference papers1 document

  • Cassio F. Dantas, Emmanuel Soubies, Cédric Févotte. Safe screening for sparse regression with the Kullback-Leibler divergence. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto (virtual), Canada. ⟨hal-03147345v2⟩