PUBLICATIONS
Journal Articles
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A. Marmin, M. Castella, J.-C. Pesquet, and L. Duval.
Sparse signal reconstruction for nonlinear models via piecewise rational optimization.
Signal Processing, 179:107835, February 2021
[Article]
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A. Marmin, A. Jezierska, M. Castella, and J.-C. Pesquet.
Global optimization for recovery of clipped signals corrupted with
Poisson-Gaussian noise.
IEEE Signal Processing Letters, 27:970-974, May 2020
[Article]
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M. Castella, J.-C. Pesquet, and A. Marmin.
Rational optimization for nonlinear reconstruction with
approximate ℓ0 penalization.
IEEE Transactions on Signal Processing, 67(6):1407-1417,
March 2019
[Article]
Conferences
- A. Marmin, M. Castella, and J.-C. Pesquet.
Robust reconstruction with nonconvex subset constraints: a
polynomial optimization approach.
In Proceedings IEEE International Workshop on Machine Learning for
Signal Processing, IEEE, September 2020
[Article]
- A. Marmin, M. Castella, and J.-C. Pesquet.
Globally optimizing owing to tensor decomposition.
In Proceedings European Signal Processing Conference (EUSIPCO),
pages 990-994. IEEE, September 2020
[Article]
- A. Marmin, M. Castella, and J.-C. Pesquet.
A moment-based approach for guaranteed tensor decomposition.
In Proceedings International Conference on Acoustics, Speech, and
Signal Processing (ICASSP), pages 3927-3931. IEEE, May 2020
[Article]
- A. Marmin, M. Castella, and J.-C. Pesquet.
Detecting the rank of a symmetric tensor.
In Proceedings European Signal Processing Conference (EUSIPCO),
pages 1-5. IEEE, September 2019
[Article]
- A. Marmin, M. Castella, and J.-C. Pesquet.
Sparse signal reconstruction with a sign oracle.
In Proceedings Signal Processing with Adaptive Sparse Structured
Representations (SPARS) workshop, July 2019
[Article]
- A. Marmin, M. Castella, and J.-C. Pesquet.
How to globally solve non-convex optimization problems involving
an approximate ℓ0 penalization.
In Proceedings International Conference on Acoustics, Speech, and
Signal Processing (ICASSP), pages 5601-5605. IEEE, May 2019
[Article]
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A. Marmin, M. Castella, J.-C. Pesquet, and L. Duval.
Signal reconstruction from sub-sampled and nonlinearly distorted
observations.
In Proceedings European Signal Processing Conference (EUSIPCO)
, pages 1970-1974. IEEE, September 2018
[Article]
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A. Marmin, C.H. Lai, T. Haruyuki, H.L. Huang, J.M. Lu.
Architecture Agnostic Energy Model for GPU-based Design.
In Proceedings of the International Symposium on VLSI Design,
Automation and Test (VLSI-DAT),
Hsinchu, Taiwan, April 2016
[Article]