Edit Profile (opens in new tab) Salmon, Joseph Compute Distance To: Compute Author ID: salmon.joseph Published as: Salmon, Joseph External Links: MGP Documents Indexed: 18 Publications since 2011 Co-Authors: 27 Co-Authors with 18 Joint Publications 442 Co-Co-Authors all top 5 Co-Authors 0 single-authored 5 Deledalle, Charles-Alban 4 Vaiter, Samuel 3 Gramfort, Alexandre 3 Papadakis, Nicolas 2 Dalalyan, Arnak S. 2 Fercoq, Olivier 2 Ndiaye, Eugene 2 Willett, Rebecca M. 1 Arias-Castro, Ery 1 Bekhti, Yousra 1 Bellec, Pierre C. 1 Boyer, Claire 1 Chételat, Didier 1 Chevalier, Jérôme-Alexis 1 Chzhen, Evgenii 1 De Castro, Yohann 1 Duval, Vincent 1 Harmany, Zachary T. 1 Hebiri, Mohamed 1 Klopp, Olga 1 Lafond, Jean 1 Lederer, Johannes 1 Lucka, Felix 1 Massias, Mathurin 1 Moulines, Eric 1 Nguyen, Tuan-Binh 1 Thirion, Bertrand all top 5 Serials 3 Journal of Mathematical Imaging and Vision 3 Electronic Journal of Statistics 2 Journal of Machine Learning Research (JMLR) 2 SIAM Journal on Imaging Sciences 1 Inverse Problems 1 The Annals of Statistics 1 Journal of Convex Analysis 1 Bernoulli 1 Statistics and Computing 1 Information and Inference all top 5 Fields 13 Statistics (62-XX) 5 Computer science (68-XX) 5 Information and communication theory, circuits (94-XX) 4 Numerical analysis (65-XX) 2 Probability theory and stochastic processes (60-XX) 2 Operations research, mathematical programming (90-XX) 1 Calculus of variations and optimal control; optimization (49-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 15 Publications have been cited 112 times in 98 Documents Cited by ▼ Year ▼ Sharp oracle inequalities for aggregation of affine estimators. Zbl 1257.62038Dalalyan, Arnak S.; Salmon, Joseph 23 2012 Poisson noise reduction with non-local PCA. Zbl 1365.94050Salmon, Joseph; Harmany, Zachary; Deledalle, Charles-Alban; Willett, Rebecca 20 2014 Gap safe screening rules for sparsity enforcing penalties. Zbl 1442.62161Ndiaye, Eugene; Fercoq, Olivier; Gramfort, Alexandre; Salmon, Joseph 17 2017 Non-local methods with shape-adaptive patches (NLM-SAP). Zbl 1255.68227Deledalle, Charles-Alban; Duval, Vincent; Salmon, Joseph 12 2012 CLEAR: covariant least-square refitting with applications to image restoration. Zbl 1365.49034Deledalle, Charles-Alban; Papadakis, Nicolas; Salmon, Joseph; Vaiter, Samuel 10 2017 Adaptive multinomial matrix completion. Zbl 1329.62304Klopp, Olga; Lafond, Jean; Moulines, Éric; Salmon, Joseph 9 2015 Optimal two-step prediction in regression. Zbl 1364.62090Chételat, Didier; Lederer, Johannes; Salmon, Joseph 5 2017 Oracle inequalities and minimax rates for nonlocal means and related adaptive kernel-based methods. Zbl 1318.62126Arias-Castro, Ery; Salmon, Joseph; Willett, Rebecca 4 2012 Adapting to unknown noise level in sparse deconvolution. Zbl 1383.62186Boyer, Claire; De Castro, Yohann; Salmon, Joseph 3 2017 A hierarchical Bayesian perspective on majorization-minimization for non-convex sparse regression: application to M/EEG source imaging. Zbl 1394.65008Bekhti, Yousra; Lucka, Felix; Salmon, Joseph; Gramfort, Alexandre 2 2018 On debiasing restoration algorithms: applications to total-variation and nonlocal-means. Zbl 1444.94009Deledalle, Charles-Alban; Papadakis, Nicolas; Salmon, Joseph 2 2015 On Lasso refitting strategies. Zbl 1435.62268Chzhen, Evgenii; Hebiri, Mohamed; Salmon, Joseph 2 2019 Dual extrapolation for sparse GLMs. Zbl 07306914Massias, Mathurin; Vaiter, Samuel; Gramfort, Alexandre; Salmon, Joseph 1 2020 Competing against the best nearest neighbor filter in regression. Zbl 1348.68190Dalalyan, Arnak S.; Salmon, Joseph 1 2011 A sharp oracle inequality for graph-slope. Zbl 1382.62014Bellec, Pierre C.; Salmon, Joseph; Vaiter, Samuel 1 2017 Dual extrapolation for sparse GLMs. Zbl 07306914Massias, Mathurin; Vaiter, Samuel; Gramfort, Alexandre; Salmon, Joseph 1 2020 On Lasso refitting strategies. Zbl 1435.62268Chzhen, Evgenii; Hebiri, Mohamed; Salmon, Joseph 2 2019 A hierarchical Bayesian perspective on majorization-minimization for non-convex sparse regression: application to M/EEG source imaging. Zbl 1394.65008Bekhti, Yousra; Lucka, Felix; Salmon, Joseph; Gramfort, Alexandre 2 2018 Gap safe screening rules for sparsity enforcing penalties. Zbl 1442.62161Ndiaye, Eugene; Fercoq, Olivier; Gramfort, Alexandre; Salmon, Joseph 17 2017 CLEAR: covariant least-square refitting with applications to image restoration. Zbl 1365.49034Deledalle, Charles-Alban; Papadakis, Nicolas; Salmon, Joseph; Vaiter, Samuel 10 2017 Optimal two-step prediction in regression. Zbl 1364.62090Chételat, Didier; Lederer, Johannes; Salmon, Joseph 5 2017 Adapting to unknown noise level in sparse deconvolution. Zbl 1383.62186Boyer, Claire; De Castro, Yohann; Salmon, Joseph 3 2017 A sharp oracle inequality for graph-slope. Zbl 1382.62014Bellec, Pierre C.; Salmon, Joseph; Vaiter, Samuel 1 2017 Adaptive multinomial matrix completion. Zbl 1329.62304Klopp, Olga; Lafond, Jean; Moulines, Éric; Salmon, Joseph 9 2015 On debiasing restoration algorithms: applications to total-variation and nonlocal-means. Zbl 1444.94009Deledalle, Charles-Alban; Papadakis, Nicolas; Salmon, Joseph 2 2015 Poisson noise reduction with non-local PCA. Zbl 1365.94050Salmon, Joseph; Harmany, Zachary; Deledalle, Charles-Alban; Willett, Rebecca 20 2014 Sharp oracle inequalities for aggregation of affine estimators. Zbl 1257.62038Dalalyan, Arnak S.; Salmon, Joseph 23 2012 Non-local methods with shape-adaptive patches (NLM-SAP). Zbl 1255.68227Deledalle, Charles-Alban; Duval, Vincent; Salmon, Joseph 12 2012 Oracle inequalities and minimax rates for nonlocal means and related adaptive kernel-based methods. Zbl 1318.62126Arias-Castro, Ery; Salmon, Joseph; Willett, Rebecca 4 2012 Competing against the best nearest neighbor filter in regression. Zbl 1348.68190Dalalyan, Arnak S.; Salmon, Joseph 1 2011 all cited Publications top 5 cited Publications all top 5 Cited by 212 Authors 7 Salmon, Joseph 5 Deledalle, Charles-Alban 5 Rigollet, Philippe 3 Burger, Martin 3 Dalalyan, Arnak S. 3 Grama, Ion G. 3 Jin, Qiyu 3 Josse, Julie 3 Lederer, Johannes 3 Liu, Quansheng 3 Lou, Yifei 3 Vaiter, Samuel 3 Zhang, Anru R. 2 Alquier, Pierre 2 Arias, Pablo 2 Aujol, Jean-François 2 Bellec, Pierre C. 2 Brinkmann, Eva-Maria 2 Chen, Yunjin 2 Dai, Dong 2 Feng, Wensen 2 Fercoq, Olivier 2 Fithian, William 2 Gaynanova, Irina 2 Golubev, Yuriĭ K. 2 Han, Rungang 2 Jin, Yan 2 Klopp, Olga 2 Kong, Lingchen 2 Moulines, Eric 2 Ndiaye, Eugene 2 Papadakis, Nicolas 2 Pensky, Marianna 2 Robin, Geneviève 2 Shang, Pan 2 Willett, Rebecca M. 2 Zhang, Tong 1 Abramovich, Felix P. 1 Arias-Castro, Ery 1 Arlot, Sylvain 1 Ballester, Coloma 1 Baraniuk, Richard G. 1 Bathie, Gabriel 1 Becker, Stephen R. 1 Benning, Martin 1 Bhattacharya, Anirban 1 Bien, Jacob 1 Bigot, Jéremie 1 Bouveyron, Charles 1 Bugeau, Aurélie 1 Chang, Huibin 1 Chen, Huangyue 1 Chen, Junren 1 Chernousova, Elena 1 Chesneau, Christophe 1 Chi, Yujie 1 Chichignoud, Michaël 1 Chiquet, Julien 1 Chowdhury, Mujibur Rahman 1 Chzhen, Evgenii 1 Clausel, Marianne 1 Cobb, Curtiss 1 Coifman, Ronald Raphaël 1 Concordet, Didier 1 Condat, Laurent 1 Cottet, Vincent 1 De Canditiis, Daniela 1 Delon, Julie 1 Denis, Loïc 1 Dong, Yiqiu 1 Dossal, Charles 1 Duan, Yuping 1 Duval, Vincent 1 Elad, Michael 1 Escande, Paul 1 Ewald, Karl 1 Facciolo, Gabriele 1 Fadili, Jalal M. 1 Fan, Yiwei 1 Fattahi, Salar 1 Fedorov, Vadim 1 Folberth, James 1 Gao, Qingwei 1 Gaucher, Solenne 1 Gold, David 1 Grah, Joana Sarah 1 Gramfort, Alexandre 1 Grappin, Edwin 1 Guo, Xin 1 Harmany, Zachary T. 1 Hebiri, Mohamed 1 Hou, Jingyao 1 Huang, Hua 1 Huang, Ting-Zhu 1 Iutzeler, Franck 1 Jain, Paras 1 Jia, Xun 1 Jiang, Wenyu 1 Jost, Jürgen 1 Karasuyama, Masayuki ...and 112 more Authors all top 5 Cited in 40 Serials 13 The Annals of Statistics 11 Journal of Mathematical Imaging and Vision 11 SIAM Journal on Imaging Sciences 8 Electronic Journal of Statistics 3 Journal of Multivariate Analysis 3 Machine Learning 3 Computational Statistics and Data Analysis 3 International Journal of Computer Vision 3 Journal of Machine Learning Research (JMLR) 2 Inverse Problems 2 Information Sciences 2 Journal of Optimization Theory and Applications 2 Statistical Science 2 Applied Mathematical Modelling 2 Bernoulli 2 Inverse Problems and Imaging 2 The Annals of Applied Statistics 1 Chaos, Solitons and Fractals 1 Applied Mathematics and Computation 1 Journal of the American Statistical Association 1 Journal of Econometrics 1 Journal of Statistical Planning and Inference 1 SIAM Journal on Numerical Analysis 1 Statistics 1 Multidimensional Systems and Signal Processing 1 Neural Computation 1 SIAM Journal on Mathematical Analysis 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 Mathematical Programming. Series A. Series B 1 Test 1 Applied and Computational Harmonic Analysis 1 Mathematical Methods of Statistics 1 Journal of Convex Analysis 1 Electronic Journal of Probability 1 Mathematical Problems in Engineering 1 Quantitative Finance 1 Acta Numerica 1 Set-Valued and Variational Analysis 1 Dependence Modeling 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 18 Fields 57 Statistics (62-XX) 33 Computer science (68-XX) 26 Information and communication theory, circuits (94-XX) 22 Numerical analysis (65-XX) 16 Operations research, mathematical programming (90-XX) 10 Calculus of variations and optimal control; optimization (49-XX) 7 Probability theory and stochastic processes (60-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 3 Partial differential equations (35-XX) 3 Functional analysis (46-XX) 3 Biology and other natural sciences (92-XX) 1 Real functions (26-XX) 1 Ordinary differential equations (34-XX) 1 Approximations and expansions (41-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Operator theory (47-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year