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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

29 Publications have been cited 234 times in 155 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.
33
2016
PAC-Bayesian bounds for sparse regression estimation with exponential weights. Zbl 1274.62463
Alquier, Pierre; Lounici, Karim
25
2011
Model selection for weakly dependent time series forecasting. Zbl 1243.62117
Alquier, Pierre; Wintenberger, Olivier
16
2012
Sparse single-index model. Zbl 1320.62177
Alquier, Pierre; Biau, Gérard
16
2013
A Bayesian approach for noisy matrix completion: optimal rate under general sampling distribution. Zbl 1317.62050
Mai, The Tien; Alquier, Pierre
14
2015
On the properties of variational approximations of Gibbs posteriors. Zbl 1437.62129
Alquier, Pierre; Ridgway, James; Chopin, Nicolas
13
2016
PAC-Bayesian bounds for randomized empirical risk minimizers. Zbl 1260.62038
Alquier, P.
12
2008
PAC-Bayesian estimation and prediction in sparse additive models. Zbl 1337.62075
Guedj, Benjamin; Alquier, Pierre
11
2013
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions. Zbl 1466.62289
Alquier, Pierre; Cottet, Vincent; Lecué, Guillaume
10
2019
Sparsity considerations for dependent variables. Zbl 1274.62462
Alquier, Pierre; Doukhan, Paul
9
2011
Bayesian methods for low-rank matrix estimation: short survey and theoretical study. Zbl 1411.62136
Alquier, Pierre
9
2013
Prediction of time series by statistical learning: general losses and fast rates. Zbl 06297673
Alquier, Pierre; Li, Xiaoyin; Wintenberger, Olivier
9
2013
1-bit matrix completion: PAC-Bayesian analysis of a variational approximation. Zbl 1461.15032
Cottet, Vincent; Alquier, Pierre
7
2018
Exponential inequalities for nonstationary Markov chains. Zbl 1434.60171
Alquier, Pierre; Doukhan, Paul; Fan, Xiequan
5
2019
An oracle inequality for quasi-Bayesian nonnegative matrix factorization. Zbl 1381.62222
Alquier, Pierre; Guedj, Benjamin
5
2017
Generalization of constraints for high dimensional regression problems. Zbl 1456.62137
Alquier, Pierre; Hebiri, Mohamed
4
2011
Inverse problems and high-dimensional estimation. Stats in the Château summer school, Paris, France, August 31 – September 4, 2009. Zbl 1218.62002
4
2011
High-dimensional VAR with low-rank transition. Zbl 1448.62130
Alquier, Pierre; Bertin, Karine; Doukhan, Paul; Garnier, Rémy
4
2020
Concentration of tempered posteriors and of their variational approximations. Zbl 1454.62135
Alquier, Pierre; Ridgway, James
4
2020
Consistency of variational Bayes inference for estimation and model selection in mixtures. Zbl 1403.62035
Chérief-Abdellatif, Badr-Eddine; Alquier, Pierre
4
2018
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
Adaptive estimation of the density matrix in quantum homodyne tomography with noisy data. Zbl 1276.81031
Alquier, P.; Meziani, K.; Peyré, G.
2
2013
Informed sub-sampling MCMC: approximate Bayesian inference for large datasets. Zbl 1430.62059
Maire, Florian; Friel, Nial; Alquier, Pierre
2
2019
Matrix factorization for multivariate time series analysis. Zbl 1442.62195
Alquier, Pierre; Marie, Nicolas
2
2019
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
Pseudo-Bayesian quantum tomography with rank-adaptation. Zbl 1395.62379
Mai, The Tien; Alquier, Pierre
1
2017
High-dimensional VAR with low-rank transition. Zbl 1448.62130
Alquier, Pierre; Bertin, Karine; Doukhan, Paul; Garnier, Rémy
4
2020
Concentration of tempered posteriors and of their variational approximations. Zbl 1454.62135
Alquier, Pierre; Ridgway, James
4
2020
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions. Zbl 1466.62289
Alquier, Pierre; Cottet, Vincent; Lecué, Guillaume
10
2019
Exponential inequalities for nonstationary Markov chains. Zbl 1434.60171
Alquier, Pierre; Doukhan, Paul; Fan, Xiequan
5
2019
Informed sub-sampling MCMC: approximate Bayesian inference for large datasets. Zbl 1430.62059
Maire, Florian; Friel, Nial; Alquier, Pierre
2
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
7
2018
Consistency of variational Bayes inference for estimation and model selection in mixtures. Zbl 1403.62035
Chérief-Abdellatif, Badr-Eddine; Alquier, Pierre
4
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
5
2017
Pseudo-Bayesian quantum tomography with rank-adaptation. Zbl 1395.62379
Mai, The Tien; Alquier, Pierre
1
2017
Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels. Zbl 1342.60122
Alquier, P.; Friel, N.; Everitt, R.; Boland, A.
33
2016
On the properties of variational approximations of Gibbs posteriors. Zbl 1437.62129
Alquier, Pierre; Ridgway, James; Chopin, Nicolas
13
2016
A Bayesian approach for noisy matrix completion: optimal rate under general sampling distribution. Zbl 1317.62050
Mai, The Tien; Alquier, Pierre
14
2015
Sparse single-index model. Zbl 1320.62177
Alquier, Pierre; Biau, Gérard
16
2013
PAC-Bayesian estimation and prediction in sparse additive models. Zbl 1337.62075
Guedj, Benjamin; Alquier, Pierre
11
2013
Bayesian methods for low-rank matrix estimation: short survey and theoretical study. Zbl 1411.62136
Alquier, Pierre
9
2013
Prediction of time series by statistical learning: general losses and fast rates. Zbl 06297673
Alquier, Pierre; Li, Xiaoyin; Wintenberger, Olivier
9
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
16
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
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
Inverse problems and high-dimensional estimation. Stats in the Château summer school, Paris, France, August 31 – September 4, 2009. Zbl 1218.62002
4
2011
PAC-Bayesian bounds for randomized empirical risk minimizers. Zbl 1260.62038
Alquier, P.
12
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 276 Authors

26 Alquier, Pierre
8 Dalalyan, Arnak S.
6 Guedj, Benjamin
5 Doukhan, Paul
5 Friel, Nial
5 Rigollet, Philippe
4 Lecué, Guillaume
4 Tsybakov, Alexandre B.
3 Chopin, Nicolas
3 Everitt, Richard Geoffrey
3 Fan, Xiequan
3 Garnier, Rémy
3 Ghosh, Abhik
3 Lee, Taewook
3 Lounici, Karim
3 Maire, Florian
3 Paris, Quentin
3 Park, Jaewoo
3 Ridgway, James
3 Wintenberger, Olivier
3 Yoon, Youngjoo
2 Basu, Ayanendranath
2 Bhattacharya, Anirban
2 Chérief-Abdellatif, Badr-Eddine
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 Lerasle, Matthieu
2 Li, Cheng
2 Luu, Tung Duy
2 Mai, The Tien
2 Marie, Nicolas
2 Martin, Ryan
2 Mazumder, Rahul
2 Medina-Aguayo, Felipe J.
2 Mohri, Mehryar
2 Neykov, Matey
2 Nguyen Huy Tuan
2 Park, Cheolwoo
2 Pati, Debdeep
2 Quiroz, Matias
2 Robbiano, Sylvain
2 Roberts, Gareth O.
2 Rosenthal, Jeffrey S.
2 Rudolf, Daniel
2 Srivastava, Sanvesh
2 Tran, Minh Ngoc
2 Villani, Mattias
2 Yang, Yun
2 Zhou, Wen-Xin
1 Akyildiz, Ömer Deniz
1 Arias-Castro, Ery
1 Audibert, Jean-Yves
1 Bahmani, Sohail
1 Bardet, Jean-Marc
1 Bayati, Mohsen Fathollah
1 Bellec, Pierre C.
1 Benslimane, Salim
1 Benson, Alan P.
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 Caimo, Alberto
1 Campbell, Trevor
1 Carel, Léna
1 Catoni, Olivier
1 Chen, Kani
1 Chen, Kun
1 Chen, Likai
1 Chen, Yutian
1 Chernousova, Elena
1 Chernozhukov, Victor
1 Chetverikov, Denis
1 Choudhury, Kingshuk Roy
1 Ciołek, Gabriela
1 Clémençon, Stéphan
1 Comminges, Laetitia
1 Crisan, Dan O.
1 Culliford, Richard
1 Dai, Dong
1 Dai, Linlin
1 Dai, Ran
1 Davison, Anthony C.
...and 176 more Authors
all top 5

Cited in 51 Serials

24 Electronic Journal of Statistics
20 The Annals of Statistics
13 Statistics and Computing
7 Journal of Multivariate Analysis
7 Journal of Machine Learning Research (JMLR)
5 Journal of Statistical Planning and Inference
5 Computational Statistics and Data Analysis
5 Bernoulli
4 Journal of the American Statistical Association
4 Statistical Science
4 Machine Learning
3 Stochastic Processes and their Applications
3 Mathematical Methods of Statistics
3 Statistica Sinica
3 Journal of Computational and Graphical Statistics
2 Annals of the Institute of Statistical Mathematics
2 Statistics
2 Neural Computation
2 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
2 Annals of Mathematics and Artificial Intelligence
2 Bayesian Analysis
2 Dependence Modeling
2 SIAM/ASA Journal on Uncertainty Quantification
1 Advances in Applied Probability
1 Inverse Problems
1 Journal of Mathematical Analysis and Applications
1 Journal of Computer and System Sciences
1 Journal of Econometrics
1 Statistics & Probability Letters
1 Probability Theory and Related Fields
1 Annals of Operations Research
1 Communications in Statistics. Simulation and Computation
1 Journal of Statistical Computation and Simulation
1 Mathematical Programming. Series A. Series B
1 Test
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 Advances in Data Analysis and Classification. ADAC
1 Journal of Statistical Theory and Practice
1 The Annals of Applied Statistics
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

Citations by Year