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Dive into the research topics where Marc Castella is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Unsupervised Linear Component Analysis for a Class of Probability Mixture Models
Castella, M., 1 Jan 2024, In: IEEE Signal Processing Letters. 31, p. 31-35 5 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Neural Speed-Torque Estimator for Induction Motors in the Presence of Measurement Noise
Verma, S., Henwood, N., Castella, M., Jebai, A. K. & Pesquet, J. C., 1 Jan 2023, In: IEEE Transactions on Industrial Electronics. 70, 1, p. 167-177 11 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Globally optimizing owing to tensor decomposition
Marmin, A., Castella, M. & Pesquet, J. C., 24 Jan 2021, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 990-994 5 p. 9287511. (European Signal Processing Conference; vol. 2021-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Sparse signal reconstruction for nonlinear models via piecewise rational optimization
Marmin, A., Castella, M., Pesquet, J. C. & Duval, L., 1 Feb 2021, In: Signal Processing. 179, 107835.Research output: Contribution to journal › Article › peer-review
Open Access -
Weight identification through global optimization in a new hysteretic neural network model
Leroy, E., Marmin, A., Castella, M. & Duval, L., 1 Jan 2021, 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5315-5319 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2021-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Moment-Based Approach for Guaranteed Tensor Decomposition
Marmin, A., Castella, M. & Pesquet, J. C., 1 May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3927-3931 5 p. 9054186. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Global Optimization for Recovery of Clipped Signals Corrupted with Poisson-Gaussian Noise
Marmin, A., Jezierska, A., Castella, M. & Pesquet, J. C., 1 Jan 2020, In: IEEE Signal Processing Letters. 27, p. 970-974 5 p., 9103966.Research output: Contribution to journal › Article › peer-review
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Modeling electrical motor dynamics using encoder-decoder with recurrent skip connection
Verma, S., Henwood, N., Castella, M., Malrait, F. & Pesquet, J. C., 1 Jan 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI Press, p. 1387-1394 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Neural Networks based Speed-Torque Estimators for Induction Motors and Performance Metrics
Verma, S., Henwood, N., Castella, M., Jebai, A. K. & Pesquet, J. C., 18 Oct 2020, Proceedings - IECON 2020: 46th Annual Conference of the IEEE Industrial Electronics Society. IEEE Computer Society, p. 495-500 6 p. 9255236. (IECON Proceedings (Industrial Electronics Conference); vol. 2020-October).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Robust reconstruction with nonconvex subset constraints: A polynomial optimization approach
Marmin, A., Castella, M. & Pesquet, J. C., 1 Sept 2020, Proceedings of the 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing, MLSP 2020. IEEE Computer Society, 9231524. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2020-September).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review