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Joseph Salmon
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Poisson noise reduction with non-local PCA
J Salmon, Z Harmany, CA Deledalle, R Willett
Journal of Mathematical Imaging and Vision 48 (2), 279-294, 2014
3142014
Poisson noise reduction with non-local PCA
J Salmon, CA Deledalle, R Willett, Z Harmany
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International …, 2012
3142012
Non-local methods with shape-adaptive patches (NLM-SAP)
CA Deledalle, V Duval, J Salmon
Journal of Mathematical Imaging and Vision 43 (2), 103-120, 2012
2672012
On two parameters for denoising with non-local means
J Salmon
IEEE Signal processing letters 17 (3), 269-272, 2009
1942009
Mind the duality gap: safer rules for the Lasso
O Fercoq, A Gramfort, J Salmon
ICML, 2015
1222015
Image denoising with patch based PCA: local versus global
CA Deledalle, J Salmon, A Dalalyan
BMVC 81 (3), 425-455, 2011
1152011
Sharp oracle inequalities for aggregation of affine estimators
AS Dalalyan, J Salmon
Annals of Statistics 40, 2327-2355, 2012
862012
Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions
I Colin, A Bellet, J Salmon, S Clémençon
ICML, 1388-1396, 2016
812016
Gap Safe screening rules for sparsity enforcing penalties
E Ndiaye, O Fercoq, A Gramfort, J Salmon
Journal of Machine Learning Research 18, 1-33, 2017
792017
Gap safe screening rules for sparse multi-task and multi-class models
E Ndiaye, O Fercoq, A Gramfort, J Salmon
Advances in neural information processing systems 28, 2015
672015
Celer: a fast solver for the lasso with dual extrapolation
M Massias, A Gramfort, J Salmon
International Conference on Machine Learning, 3315-3324, 2018
622018
Patch reprojections for Non-Local methods
J Salmon, Y Strozecki
Signal Processing 92 (2), 477-489, 2012
592012
Mandatory Critical Points of 2D Uncertain Scalar Fields
D Günther, J Salmon, J Tierny
Computer Graphics Forum 33 (3), 31-40, 2014
522014
GAP Safe Screening Rules for Sparse-Group-Lasso
E Ndiaye, O Fercoq, A Gramfort, J Salmon
NIPS, 2016
512016
From patches to pixels in non-local methods: Weighted-average reprojection
J Salmon, Y Strozecki
2010 IEEE International Conference on Image Processing, 1929-1932, 2010
502010
Clear: Covariant least-square refitting with applications to image restoration
CA Deledalle, N Papadakis, J Salmon, S Vaiter
SIAM Journal on Imaging Sciences 10 (1), 243-284, 2017
392017
Probabilistic low-rank matrix completion on finite alphabets
J Lafond, O Klopp, E Moulines, J Salmon
Advances in Neural Information Processing Systems 27, 2014
392014
Adaptive multinomial matrix completion
O Klopp, J Lafond, É Moulines, J Salmon
Electronic Journal of Statistics 9 (2), 2950-2975, 2015
352015
Implicit differentiation of Lasso-type models for hyperparameter optimization
Q Bertrand, Q Klopfenstein, M Blondel, S Vaiter, A Gramfort, J Salmon
International Conference on Machine Learning, 810-821, 2020
322020
Learning heteroscedastic models by convex programming under group sparsity
AS Dalalyan, M Hebiri, K Meziani, J Salmon
ICML, 379-387, 2013
312013
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