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Collaborations and top research areas from the last five years
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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 -
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 -
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, , 1 Jan 2021, In: Journal of Machine Learning Research. 22Research output: Contribution to journal › Article › peer-review
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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
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Debiased Sinkhorn barycenters
Janati, H., Cuturi, M. & Gramfort, A., 1 Jan 2020, In: Proceedings of Machine Learning Research. 119Research output: Contribution to journal › Conference article › peer-review
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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-DecemberResearch output: Contribution to journal › Conference article › peer-review
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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 -
Pyts: A python package for time series classification
Faouzi, J. & Janati, H., 1 Feb 2020, In: Journal of Machine Learning Research. 21Research output: Contribution to journal › Article › peer-review
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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
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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