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Hicham Janati

Associate Professor

  • 1138
    Citations
20192024

Research activity per year

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  • 5 Conference contribution
  • 4 Conference article
  • 3 Article
  • 1 Paper

  • Wavetransfer: A Flexible End-to-End Multi-Instrument Timbre Transfer with Diffusion

    Baoueb, T., Bie, X., Janati, H. & Richard, G., 1 Jan 2024, 34th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2024 - Proceedings. IEEE Computer Society, (IEEE International Workshop on Machine Learning for Signal Processing, MLSP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • Unbalanced CO-optimal Transport

    Tran, Q. H., Janati, H., Courty, N., Flamary, R., Redko, I., Demetci, P. & Singh, R., 27 Jun 2023, AAAI-23 Technical Tracks 8. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI Press, p. 10006-10016 11 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    18 Citations (Scopus)

  • POT: Python optimal transport

    Flamary, R., Courty, N., Gramfort, A., Alaya, M. Z., Boisbunon, A., Chambon, S., Chapel, L., Corenflos, A., Fatras, K., Fournier, N., Gautheron, L., Gayraud, N. T. H., Janati, H., Rakotomamonjy, A., Redko, I., Rolet, A., Schutz, A., Seguy, V., Sutherland, D. J. & Tavenard, R. & 2 others, Tong, A. & Vayer, T., 1 Jan 2021, In: Journal of Machine Learning Research. 22

    Research output: Contribution to journal › Article › peer-review

    778 Citations (Scopus)

  • Debiased sinkhorn barycenters

    Janati, H., Cuturi, M. & Gramfort, A., 1 Jan 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 4642-4651 10 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-6).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    27 Citations (Scopus)

  • Debiased Sinkhorn barycenters

    Janati, H., Cuturi, M. & Gramfort, A., 1 Jan 2020, In: Proceedings of Machine Learning Research. 119

    Research output: Contribution to journal › Conference article › peer-review

    6 Citations (Scopus)

  • Entropic optimal transport between unbalanced Gaussian measures has a closed form

    Janati, H., Muzellec, B., Peyré, G. & Cuturi, M., 1 Jan 2020, In: Advances in Neural Information Processing Systems. 2020-December

    Research output: Contribution to journal › Conference article › peer-review

    63 Citations (Scopus)

  • Multi-subject MEG/EEG source imaging with sparse multi-task regression

    Janati, H., Bazeille, T., Thirion, B., Cuturi, M. & Gramfort, A., 15 Oct 2020, In: NeuroImage. 220, 116847.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    30 Citations (Scopus)

  • Pyts: A python package for time series classification

    Faouzi, J. & Janati, H., 1 Feb 2020, In: Journal of Machine Learning Research. 21

    Research output: Contribution to journal › Article › peer-review

    138 Citations (Scopus)

  • Spatio-Temporal Alignments: Optimal transport through space and time

    Janati, H., Cuturi, M. & Gramfort, A., 1 Jan 2020, In: Proceedings of Machine Learning Research. 108, p. 1695-1704 10 p.

    Research output: Contribution to journal › Conference article › peer-review

    22 Citations (Scopus)

  • Group Level MEG/EEG Source Imaging via Optimal Transport: Minimum Wasserstein Estimates

    Janati, H., Bazeille, T., Thirion, B., Cuturi, M. & Gramfort, A., 1 Jan 2019, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Bao, S., Chung, A. C. S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer Verlag, p. 743-754 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11492 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    7 Citations (Scopus)
View all 13 research outputs