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Author ID: alquier.pierre Recent zbMATH articles by "Alquier, Pierre"
Published as: Alquier, Pierre; Alquier, P.
Homepage: https://pierrealquier.github.io/
External Links: MGP · Google Scholar · ResearchGate · Twitter · dblp · IdRef · theses.fr

Publications by Year

Citations contained in zbMATH Open

31 Publications have been cited 294 times in 195 Documents Cited by Year
Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels. Zbl 1342.60122
Alquier, P.; Friel, N.; Everitt, R.; Boland, A.
41
2016
PAC-Bayesian bounds for sparse regression estimation with exponential weights. Zbl 1274.62463
Alquier, Pierre; Lounici, Karim
25
2011
On the properties of variational approximations of Gibbs posteriors. Zbl 1437.62129
Alquier, Pierre; Ridgway, James; Chopin, Nicolas
20
2016
A Bayesian approach for noisy matrix completion: optimal rate under general sampling distribution. Zbl 1317.62050
Mai, The Tien; Alquier, Pierre
18
2015
Sparse single-index model. Zbl 1320.62177
Alquier, Pierre; Biau, Gérard
18
2013
Model selection for weakly dependent time series forecasting. Zbl 1243.62117
Alquier, Pierre; Wintenberger, Olivier
17
2012
PAC-Bayesian bounds for randomized empirical risk minimizers. Zbl 1260.62038
Alquier, P.
14
2008
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions. Zbl 1466.62289
Alquier, Pierre; Cottet, Vincent; Lecué, Guillaume
12
2019
Concentration of tempered posteriors and of their variational approximations. Zbl 1454.62135
Alquier, Pierre; Ridgway, James
11
2020
Bayesian methods for low-rank matrix estimation: short survey and theoretical study. Zbl 1411.62136
Alquier, Pierre
11
2013
PAC-Bayesian estimation and prediction in sparse additive models. Zbl 1337.62075
Guedj, Benjamin; Alquier, Pierre
11
2013
Prediction of time series by statistical learning: general losses and fast rates. Zbl 06297673
Alquier, Pierre; Li, Xiaoyin; Wintenberger, Olivier
10
2013
1-bit matrix completion: PAC-Bayesian analysis of a variational approximation. Zbl 1461.15032
Cottet, Vincent; Alquier, Pierre
10
2018
Inverse problems and high-dimensional estimation. Stats in the Château summer school, Paris, France, August 31 – September 4, 2009. Zbl 1218.62002
9
2011
Sparsity considerations for dependent variables. Zbl 1274.62462
Alquier, Pierre; Doukhan, Paul
9
2011
Consistency of variational Bayes inference for estimation and model selection in mixtures. Zbl 1403.62035
Chérief-Abdellatif, Badr-Eddine; Alquier, Pierre
7
2018
An oracle inequality for quasi-Bayesian nonnegative matrix factorization. Zbl 1381.62222
Alquier, Pierre; Guedj, Benjamin
6
2017
Informed sub-sampling MCMC: approximate Bayesian inference for large datasets. Zbl 1430.62059
Maire, Florian; Friel, Nial; Alquier, Pierre
5
2019
High-dimensional VAR with low-rank transition. Zbl 1448.62130
Alquier, Pierre; Bertin, Karine; Doukhan, Paul; Garnier, Rémy
5
2020
Exponential inequalities for nonstationary Markov chains. Zbl 1434.60171
Alquier, Pierre; Doukhan, Paul; Fan, Xiequan
5
2019
Generalization of constraints for high dimensional regression problems. Zbl 1456.62137
Alquier, Pierre; Hebiri, Mohamed
4
2011
Density estimation with quadratic loss: a confidence intervals method. Zbl 1182.62071
Alquier, Pierre
4
2008
Iterative feature selection in least square regression estimation. Zbl 1206.62067
Alquier, Pierre
4
2008
Pseudo-Bayesian quantum tomography with rank-adaptation. Zbl 1395.62379
Mai, The Tien; Alquier, Pierre
4
2017
Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence. Zbl 07467718
Chérief-Abdellatif, Badr-Eddine; Alquier, Pierre
4
2022
Matrix factorization for multivariate time series analysis. Zbl 1442.62195
Alquier, Pierre; Marie, Nicolas
2
2019
Adaptive estimation of the density matrix in quantum homodyne tomography with noisy data. Zbl 1276.81031
Alquier, P.; Meziani, K.; Peyré, G.
2
2013
Lasso, iterative feature selection and the correlation selector: oracle inequalities and numerical performances. Zbl 1320.62084
Alquier, Pierre
2
2008
Simpler PAC-Bayesian bounds for hostile data. Zbl 1464.62238
Alquier, Pierre; Guedj, Benjamin
2
2018
Transductive versions of the Lasso and the Dantzig selector. Zbl 1428.62312
Alquier, Pierre; Hebiri, Mohamed
1
2012
An algorithm for iterative selection of blocks of features. Zbl 1306.68128
Alquier, Pierre
1
2010
Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence. Zbl 07467718
Chérief-Abdellatif, Badr-Eddine; Alquier, Pierre
4
2022
Concentration of tempered posteriors and of their variational approximations. Zbl 1454.62135
Alquier, Pierre; Ridgway, James
11
2020
High-dimensional VAR with low-rank transition. Zbl 1448.62130
Alquier, Pierre; Bertin, Karine; Doukhan, Paul; Garnier, Rémy
5
2020
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions. Zbl 1466.62289
Alquier, Pierre; Cottet, Vincent; Lecué, Guillaume
12
2019
Informed sub-sampling MCMC: approximate Bayesian inference for large datasets. Zbl 1430.62059
Maire, Florian; Friel, Nial; Alquier, Pierre
5
2019
Exponential inequalities for nonstationary Markov chains. Zbl 1434.60171
Alquier, Pierre; Doukhan, Paul; Fan, Xiequan
5
2019
Matrix factorization for multivariate time series analysis. Zbl 1442.62195
Alquier, Pierre; Marie, Nicolas
2
2019
1-bit matrix completion: PAC-Bayesian analysis of a variational approximation. Zbl 1461.15032
Cottet, Vincent; Alquier, Pierre
10
2018
Consistency of variational Bayes inference for estimation and model selection in mixtures. Zbl 1403.62035
Chérief-Abdellatif, Badr-Eddine; Alquier, Pierre
7
2018
Simpler PAC-Bayesian bounds for hostile data. Zbl 1464.62238
Alquier, Pierre; Guedj, Benjamin
2
2018
An oracle inequality for quasi-Bayesian nonnegative matrix factorization. Zbl 1381.62222
Alquier, Pierre; Guedj, Benjamin
6
2017
Pseudo-Bayesian quantum tomography with rank-adaptation. Zbl 1395.62379
Mai, The Tien; Alquier, Pierre
4
2017
Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels. Zbl 1342.60122
Alquier, P.; Friel, N.; Everitt, R.; Boland, A.
41
2016
On the properties of variational approximations of Gibbs posteriors. Zbl 1437.62129
Alquier, Pierre; Ridgway, James; Chopin, Nicolas
20
2016
A Bayesian approach for noisy matrix completion: optimal rate under general sampling distribution. Zbl 1317.62050
Mai, The Tien; Alquier, Pierre
18
2015
Sparse single-index model. Zbl 1320.62177
Alquier, Pierre; Biau, Gérard
18
2013
Bayesian methods for low-rank matrix estimation: short survey and theoretical study. Zbl 1411.62136
Alquier, Pierre
11
2013
PAC-Bayesian estimation and prediction in sparse additive models. Zbl 1337.62075
Guedj, Benjamin; Alquier, Pierre
11
2013
Prediction of time series by statistical learning: general losses and fast rates. Zbl 06297673
Alquier, Pierre; Li, Xiaoyin; Wintenberger, Olivier
10
2013
Adaptive estimation of the density matrix in quantum homodyne tomography with noisy data. Zbl 1276.81031
Alquier, P.; Meziani, K.; Peyré, G.
2
2013
Model selection for weakly dependent time series forecasting. Zbl 1243.62117
Alquier, Pierre; Wintenberger, Olivier
17
2012
Transductive versions of the Lasso and the Dantzig selector. Zbl 1428.62312
Alquier, Pierre; Hebiri, Mohamed
1
2012
PAC-Bayesian bounds for sparse regression estimation with exponential weights. Zbl 1274.62463
Alquier, Pierre; Lounici, Karim
25
2011
Inverse problems and high-dimensional estimation. Stats in the Château summer school, Paris, France, August 31 – September 4, 2009. Zbl 1218.62002
9
2011
Sparsity considerations for dependent variables. Zbl 1274.62462
Alquier, Pierre; Doukhan, Paul
9
2011
Generalization of constraints for high dimensional regression problems. Zbl 1456.62137
Alquier, Pierre; Hebiri, Mohamed
4
2011
An algorithm for iterative selection of blocks of features. Zbl 1306.68128
Alquier, Pierre
1
2010
PAC-Bayesian bounds for randomized empirical risk minimizers. Zbl 1260.62038
Alquier, P.
14
2008
Density estimation with quadratic loss: a confidence intervals method. Zbl 1182.62071
Alquier, Pierre
4
2008
Iterative feature selection in least square regression estimation. Zbl 1206.62067
Alquier, Pierre
4
2008
Lasso, iterative feature selection and the correlation selector: oracle inequalities and numerical performances. Zbl 1320.62084
Alquier, Pierre
2
2008
all top 5

Cited by 363 Authors

27 Alquier, Pierre
8 Dalalyan, Arnak S.
7 Friel, Nial
6 Guedj, Benjamin
5 Doukhan, Paul
5 Mai, The Tien
5 Rigollet, Philippe
4 Garnier, Rémy
4 Lecué, Guillaume
4 Nguyen Huy Tuan
4 Tsybakov, Alexandre B.
3 Chérief-Abdellatif, Badr-Eddine
3 Chopin, Nicolas
3 Everitt, Richard Geoffrey
3 Fan, Xiequan
3 Ghosh, Abhik
3 Lee, Taewook
3 Lounici, Karim
3 Maire, Florian
3 Medina-Aguayo, Felipe J.
3 Paris, Quentin
3 Park, Jaewoo
3 Ridgway, James
3 Rudolf, Daniel
3 Wintenberger, Olivier
3 Yoon, Youngjoo
2 Basu, Ayanendranath
2 Benson, Alan P.
2 Bhattacharya, Anirban
2 Chesneau, Christophe
2 Chinot, Geoffrey
2 Chiquet, Julien
2 Cottet, Vincent
2 Dang, Khue-Dung
2 Fadili, Jalal M.
2 Golubev, Yuriĭ K.
2 Grappin, Edwin
2 Haran, Murali
2 Hebiri, Mohamed
2 Kohn, Robert J.
2 Kuznetsov, Vitalii A.
2 Langhendries, Raphaël
2 Lerasle, Matthieu
2 Li, Cheng
2 Luu, Tung Duy
2 Marie, Nicolas
2 Martin, Ryan
2 Mazumder, Rahul
2 Minh, Nguyen Dang
2 Mohri, Mehryar
2 Nane, Erkan
2 Neykov, Matey
2 Nott, David John
2 Park, Cheolwoo
2 Pati, Debdeep
2 Quiroz, Matias
2 Richardson, Sylvia
2 Robbiano, Sylvain
2 Roberts, Gareth O.
2 Rosenthal, Jeffrey S.
2 Schweizer, Nikolaus
2 Srivastava, Sanvesh
2 Szabó, Botond
2 Tran, Minh Ngoc
2 Trong, Dang Duc
2 Villani, Mattias
2 Yang, Yun
2 Zhou, Wen-Xin
1 Ahfock, Daniel C.
1 Aickelin, Uwe
1 Akyildiz, Ömer Deniz
1 Arias-Castro, Ery
1 Audibert, Jean-Yves
1 Bahmani, Sohail
1 Baraud, Yannick
1 Bardet, Jean-Marc
1 Barreto-Souza, Wagner
1 Bayati, Mohsen Fathollah
1 Bellec, Pierre C.
1 Benslimane, Salim
1 Berkhout, Joost
1 Bertail, Patrice
1 Bertin, Karine
1 Bhattacharya, Indrabati
1 Birrell, Jeremiah
1 Blei, David M.
1 Boland, Aidan
1 Bottolo, Leonardo
1 Bouranis, Lampros
1 Bouveyron, Charles
1 Boyd, Stephen Poythress
1 Boys, Richard J.
1 Briol, François-Xavier
1 Buchholz, Alexander
1 Caimo, Alberto
1 Campbell, Trevor
1 Carel, Léna
1 Catoni, Olivier
1 Celentano, Michael
1 Chakraborty, Anirvan
...and 263 more Authors
all top 5

Cited in 64 Serials

26 Electronic Journal of Statistics
22 The Annals of Statistics
16 Statistics and Computing
11 Journal of Machine Learning Research (JMLR)
7 Journal of Multivariate Analysis
7 Bernoulli
6 Journal of the American Statistical Association
5 Journal of Statistical Planning and Inference
5 Statistical Science
5 Computational Statistics and Data Analysis
5 Bayesian Analysis
4 Machine Learning
4 Stochastic Processes and their Applications
4 Statistica Sinica
4 Journal of Computational and Graphical Statistics
3 Statistics
3 Mathematical Methods of Statistics
2 Annals of the Institute of Statistical Mathematics
2 Probability Theory and Related Fields
2 Neural Computation
2 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
2 Annals of Mathematics and Artificial Intelligence
2 The Annals of Applied Statistics
2 Dependence Modeling
2 SIAM/ASA Journal on Uncertainty Quantification
1 Advances in Applied Probability
1 Artificial Intelligence
1 Inverse Problems
1 Journal of Mathematical Analysis and Applications
1 Automatica
1 Journal of Applied Probability
1 Journal of Computer and System Sciences
1 Journal of Econometrics
1 Metron
1 Numerische Mathematik
1 Statistica Neerlandica
1 Statistics & Probability Letters
1 International Journal of Approximate Reasoning
1 SIAM Journal on Matrix Analysis and Applications
1 Annals of Operations Research
1 Journal of Global Optimization
1 Computational Statistics
1 Communications in Statistics. Simulation and Computation
1 Journal of Statistical Computation and Simulation
1 Mathematical Programming. Series A. Series B
1 Test
1 Journal of Inverse and Ill-Posed Problems
1 Electronic Communications in Probability
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Australian & New Zealand Journal of Statistics
1 Data Mining and Knowledge Discovery
1 Methodology and Computing in Applied Probability
1 Optimization and Engineering
1 Scandinavian Actuarial Journal
1 Journal of Applied Mathematics
1 Analysis and Applications (Singapore)
1 Journal of the Korean Statistical Society
1 Advances in Data Analysis and Classification. ADAC
1 Journal of Statistical Theory and Practice
1 Sankhyā. Series A
1 Journal of the Japan Statistical Society. Japanese Issue
1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys
1 Transactions of A. Razmadze Mathematical Institute
1 Electronic Research Archive

Citations by Year