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Author ID: richtarik.peter Recent zbMATH articles by "Richtárik, Peter"
Published as: Richtárik, Peter; Richtarik, Peter
External Links: MGP · Wikidata
Documents Indexed: 43 Publications since 2010
Co-Authors: 45 Co-Authors with 41 Joint Publications
980 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

36 Publications have been cited 567 times in 363 Documents Cited by Year
Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function. Zbl 1301.65051
Richtárik, Peter; Takáč, Martin
118
2014
Generalized power method for sparse principal component analysis. Zbl 1242.62048
Journée, Michel; Nesterov, Yurii; Richtárik, Peter; Sepulchre, Rodolphe
65
2010
Randomized iterative methods for linear systems. Zbl 1342.65110
Gower, Robert M.; Richtárik, Peter
54
2015
Accelerated, parallel, and proximal coordinate descent. Zbl 1327.65108
Fercoq, Olivier; Richtárik, Peter
53
2015
Parallel coordinate descent methods for big data optimization. Zbl 1342.90102
Richtárik, Peter; Takáč, Martin
47
2016
Stochastic primal-dual hybrid gradient algorithm with arbitrary sampling and imaging applications. Zbl 06951767
Chambolle, Antonin; Ehrhardt, Matthias J.; Richtárik, Peter; Schönlieb, Carola-Bibiane
27
2018
Inexact coordinate descent: complexity and preconditioning. Zbl 1350.65062
Tappenden, Rachael; Richtárik, Peter; Gondzio, Jacek
19
2016
Coordinate descent with arbitrary sampling. I: Algorithms and complexity. Zbl 1365.90205
Qu, Zheng; Richtárik, Peter
14
2016
Stochastic reformulations of linear systems: algorithms and convergence theory. Zbl 1440.65045
Richtárik, Peter; Takáč, Martin
14
2020
On optimal probabilities in stochastic coordinate descent methods. Zbl 1353.90148
Richtárik, Peter; Takáč, Martin
13
2016
Coordinate descent with arbitrary sampling. II: Expected separable overapproximation. Zbl 1365.90206
Qu, Zheng; Richtárik, Peter
12
2016
Randomized projection methods for convex feasibility: conditioning and convergence rates. Zbl 1430.90463
Necoara, Ion; Richtárik, Peter; Patrascu, Andrei
12
2019
Distributed coordinate descent method for learning with big data. Zbl 1360.68709
Richtárik, Peter; Takáč, Martin
11
2016
Randomized quasi-Newton updates are linearly convergent matrix inversion algorithms. Zbl 1379.65016
Gower, Robert M.; Richtárik, Peter
11
2017
Semi-stochastic coordinate descent. Zbl 1386.90080
Konečný, Jakub; Qu, Zheng; Richtárik, Peter
9
2017
Optimization in high dimensions via accelerated, parallel, and proximal coordinate descent. Zbl 1353.65053
Fercoq, Olivier; Richtárik, Peter
8
2016
Improved algorithms for convex minimization in relative scale. Zbl 1231.90313
Richtárik, Peter
8
2011
Efficient serial and parallel coordinate descent methods for huge-scale truss topology design. Zbl 1306.74043
Richtárik, Peter; Takáč, Martin
8
2012
Distributed block coordinate descent for minimizing partially separable functions. Zbl 1330.65089
Mareček, Jakub; Richtárik, Peter; Takáč, Martin
7
2015
Separable approximations and decomposition methods for the augmented Lagrangian. Zbl 1325.90065
Tappenden, Rachael; Richtárik, Peter; Büke, Burak
7
2015
Distributed optimization with arbitrary local solvers. Zbl 1419.68214
Ma, Chenxin; Konečný, Jakub; Jaggi, Martin; Smith, Virginia; Jordan, Michael I.; Richtárik, Peter; Takáč, Martin
7
2017
A randomized exchange algorithm for computing optimal approximate designs of experiments. Zbl 1437.62299
Harman, Radoslav; Filová, Lenka; Richtárik, Peter
6
2020
Approximate level method for nonsmooth convex minimization. Zbl 1237.90183
Richtárik, Peter
5
2012
Momentum and stochastic momentum for stochastic gradient, Newton, proximal point and subspace descent methods. Zbl 1466.90065
Loizou, Nicolas; Richtárik, Peter
4
2020
Stochastic three points method for unconstrained smooth minimization. Zbl 1451.90150
Bergou, El Houcine; Gorbunov, Eduard; Richtárik, Peter
4
2020
Fastest rates for stochastic mirror descent methods. Zbl 1473.90113
Hanzely, Filip; Richtárik, Peter
3
2021
Importance sampling for minibatches. Zbl 06982318
Csiba, Dominik; Richtárik, Peter
3
2018
On the complexity of parallel coordinate descent. Zbl 1461.65187
Tappenden, Rachael; Takáč, Martin; Richtárik, Peter
3
2018
Smooth minimization of nonsmooth functions with parallel coordinate descent methods. Zbl 1421.90061
Fercoq, Olivier; Richtárik, Peter
3
2019
Revisiting randomized gossip algorithms: general framework, convergence rates and novel block and accelerated protocols. Zbl 1489.65053
Loizou, Nicolas; Richtárik, Peter
2
2021
Convergence analysis of inexact randomized iterative methods. Zbl 07328658
Loizou, Nicolas; Richtárik, Peter
2
2020
Stochastic quasi-gradient methods: variance reduction via Jacobian sketching. Zbl 1471.65051
Gower, Robert M.; Richtárik, Peter; Bach, Francis
2
2021
Accelerated Bregman proximal gradient methods for relatively smooth convex optimization. Zbl 1473.90114
Hanzely, Filip; Richtárik, Peter; Xiao, Lin
2
2021
Parallel stochastic Newton method. Zbl 1413.65247
Mutny, Mojmir; Richtarik, Peter
2
2018
New convergence aspects of stochastic gradient algorithms. Zbl 1436.62436
Nguyen, Lam M.; Nguyen, Phuong Ha; Richtárik, Peter; Scheinberg, Katya; Takáč, Martin; van Dijk, Marten
1
2019
L-SVRG and L-Katyusha with arbitrary sampling. Zbl 07370629
Qian, Xun; Qu, Zheng; Richtárik, Peter
1
2021
Fastest rates for stochastic mirror descent methods. Zbl 1473.90113
Hanzely, Filip; Richtárik, Peter
3
2021
Revisiting randomized gossip algorithms: general framework, convergence rates and novel block and accelerated protocols. Zbl 1489.65053
Loizou, Nicolas; Richtárik, Peter
2
2021
Stochastic quasi-gradient methods: variance reduction via Jacobian sketching. Zbl 1471.65051
Gower, Robert M.; Richtárik, Peter; Bach, Francis
2
2021
Accelerated Bregman proximal gradient methods for relatively smooth convex optimization. Zbl 1473.90114
Hanzely, Filip; Richtárik, Peter; Xiao, Lin
2
2021
L-SVRG and L-Katyusha with arbitrary sampling. Zbl 07370629
Qian, Xun; Qu, Zheng; Richtárik, Peter
1
2021
Stochastic reformulations of linear systems: algorithms and convergence theory. Zbl 1440.65045
Richtárik, Peter; Takáč, Martin
14
2020
A randomized exchange algorithm for computing optimal approximate designs of experiments. Zbl 1437.62299
Harman, Radoslav; Filová, Lenka; Richtárik, Peter
6
2020
Momentum and stochastic momentum for stochastic gradient, Newton, proximal point and subspace descent methods. Zbl 1466.90065
Loizou, Nicolas; Richtárik, Peter
4
2020
Stochastic three points method for unconstrained smooth minimization. Zbl 1451.90150
Bergou, El Houcine; Gorbunov, Eduard; Richtárik, Peter
4
2020
Convergence analysis of inexact randomized iterative methods. Zbl 07328658
Loizou, Nicolas; Richtárik, Peter
2
2020
Randomized projection methods for convex feasibility: conditioning and convergence rates. Zbl 1430.90463
Necoara, Ion; Richtárik, Peter; Patrascu, Andrei
12
2019
Smooth minimization of nonsmooth functions with parallel coordinate descent methods. Zbl 1421.90061
Fercoq, Olivier; Richtárik, Peter
3
2019
New convergence aspects of stochastic gradient algorithms. Zbl 1436.62436
Nguyen, Lam M.; Nguyen, Phuong Ha; Richtárik, Peter; Scheinberg, Katya; Takáč, Martin; van Dijk, Marten
1
2019
Stochastic primal-dual hybrid gradient algorithm with arbitrary sampling and imaging applications. Zbl 06951767
Chambolle, Antonin; Ehrhardt, Matthias J.; Richtárik, Peter; Schönlieb, Carola-Bibiane
27
2018
Importance sampling for minibatches. Zbl 06982318
Csiba, Dominik; Richtárik, Peter
3
2018
On the complexity of parallel coordinate descent. Zbl 1461.65187
Tappenden, Rachael; Takáč, Martin; Richtárik, Peter
3
2018
Parallel stochastic Newton method. Zbl 1413.65247
Mutny, Mojmir; Richtarik, Peter
2
2018
Randomized quasi-Newton updates are linearly convergent matrix inversion algorithms. Zbl 1379.65016
Gower, Robert M.; Richtárik, Peter
11
2017
Semi-stochastic coordinate descent. Zbl 1386.90080
Konečný, Jakub; Qu, Zheng; Richtárik, Peter
9
2017
Distributed optimization with arbitrary local solvers. Zbl 1419.68214
Ma, Chenxin; Konečný, Jakub; Jaggi, Martin; Smith, Virginia; Jordan, Michael I.; Richtárik, Peter; Takáč, Martin
7
2017
Parallel coordinate descent methods for big data optimization. Zbl 1342.90102
Richtárik, Peter; Takáč, Martin
47
2016
Inexact coordinate descent: complexity and preconditioning. Zbl 1350.65062
Tappenden, Rachael; Richtárik, Peter; Gondzio, Jacek
19
2016
Coordinate descent with arbitrary sampling. I: Algorithms and complexity. Zbl 1365.90205
Qu, Zheng; Richtárik, Peter
14
2016
On optimal probabilities in stochastic coordinate descent methods. Zbl 1353.90148
Richtárik, Peter; Takáč, Martin
13
2016
Coordinate descent with arbitrary sampling. II: Expected separable overapproximation. Zbl 1365.90206
Qu, Zheng; Richtárik, Peter
12
2016
Distributed coordinate descent method for learning with big data. Zbl 1360.68709
Richtárik, Peter; Takáč, Martin
11
2016
Optimization in high dimensions via accelerated, parallel, and proximal coordinate descent. Zbl 1353.65053
Fercoq, Olivier; Richtárik, Peter
8
2016
Randomized iterative methods for linear systems. Zbl 1342.65110
Gower, Robert M.; Richtárik, Peter
54
2015
Accelerated, parallel, and proximal coordinate descent. Zbl 1327.65108
Fercoq, Olivier; Richtárik, Peter
53
2015
Distributed block coordinate descent for minimizing partially separable functions. Zbl 1330.65089
Mareček, Jakub; Richtárik, Peter; Takáč, Martin
7
2015
Separable approximations and decomposition methods for the augmented Lagrangian. Zbl 1325.90065
Tappenden, Rachael; Richtárik, Peter; Büke, Burak
7
2015
Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function. Zbl 1301.65051
Richtárik, Peter; Takáč, Martin
118
2014
Efficient serial and parallel coordinate descent methods for huge-scale truss topology design. Zbl 1306.74043
Richtárik, Peter; Takáč, Martin
8
2012
Approximate level method for nonsmooth convex minimization. Zbl 1237.90183
Richtárik, Peter
5
2012
Improved algorithms for convex minimization in relative scale. Zbl 1231.90313
Richtárik, Peter
8
2011
Generalized power method for sparse principal component analysis. Zbl 1242.62048
Journée, Michel; Nesterov, Yurii; Richtárik, Peter; Sepulchre, Rodolphe
65
2010
all top 5

Cited by 664 Authors

26 Richtárik, Peter
12 Takáč, Martin
9 Xu, Yangyang
8 Necoara, Ion
8 Needell, Deanna
6 Fercoq, Olivier
6 Gower, Robert Mansel
6 Toh, Kim Chuan
6 Yin, Wotao
5 Hong, Mingyi
5 Lu, Zhaosong
5 Nesterov, Yurii
5 Oswald, Peter
5 Pesquet, Jean-Christophe
5 Tappenden, Rachael
4 Chambolle, Antonin
4 Fountoulakis, Kimon
4 Griebel, Michael
4 Haddock, Jamie
4 Ma, Shiqian
4 Patrascu, Andrei-Tudor
4 Qu, Zheng
4 Steinerberger, Stefan
4 Sun, Defeng
4 Wright, Stephen J.
4 Wu, Nianci
4 Xiao, Lin
4 Zhang, Hongchao
3 Beck, Amir
3 Chouzenoux, Emilie
3 Gasnikov, Alexander V.
3 Gillis, Nicolas
3 Gondzio, Jacek
3 Harman, Radoslav
3 Iutzeler, Franck
3 Lan, Guanghui
3 Liu, Han
3 Luo, Zhi-Quan
3 Ma, Chenxin
3 Malick, Jérôme
3 Merola, Giovanni Maria
3 Molitor, Denali
3 Nguyen, Lam M.
3 Öztoprak, Figen
3 Parpas, Panos
3 Phan, Dzung T.
3 Razaviyayn, Meisam
3 Rodomanov, Anton
3 Scheinberg, Katya
3 Schönlieb, Carola-Bibiane
3 Shanbhag, Uday V.
3 Tran Dinh Quoc
3 Trendafilov, Nickolay T.
3 Valkonen, Tuomo
3 Wang, Xiangfeng
3 Xiang, Hua
3 Ye, Yinyu
3 Zhang, Shuzhong
2 Ahipaşaoğlu, Selin Damla
2 Bach, Francis R.
2 Bao, Wendi
2 Bianchi, Pascal
2 Blanquero, Rafael
2 Bogdanova, Ekaterina Yur’evna
2 Böhm, Axel
2 Cai, Tony Tony
2 Cai, Xingju
2 Carrizosa, Emilio
2 Chang, Xiaokai
2 Chen, Jiaqi
2 Chen, Shixiang
2 Chung, Julianne M.
2 Chung, Matthias
2 Combettes, Patrick L.
2 Curtis, Frank E.
2 Dai, Yutong
2 Dey, Santanu S.
2 Du, Kui
2 Dvurechensky, Pavel E.
2 Eberhard, Andrew C.
2 Eftekhari, Armin
2 Ehrhardt, Matthias Joachim
2 Filová, Lenka
2 Grishchenko, Dmitry
2 Gu, Chuanqing
2 Gürbüzbalaban, Mert
2 Hager, William W.
2 Harchaoui, Zaid
2 Hien, Le Thi Khanh
2 Huang, Zhengda
2 İlker Birbil, Ş.
2 Jaggi, Martin
2 Jahani, Majid
2 Jiang, Fan
2 Jordan, Michael Irwin
2 Kuru, Nurdan
2 Lei, Jing
2 Lei, Jinlong
2 Li, Weiguo
2 Loizou, Nicolas
...and 564 more Authors
all top 5

Cited in 100 Serials

42 SIAM Journal on Optimization
37 Mathematical Programming. Series A. Series B
26 Computational Optimization and Applications
13 Journal of Optimization Theory and Applications
13 Journal of Machine Learning Research (JMLR)
12 Optimization Methods & Software
10 SIAM Journal on Matrix Analysis and Applications
10 SIAM Journal on Scientific Computing
8 Journal of Global Optimization
8 Optimization Letters
6 The Annals of Statistics
6 Numerical Algorithms
5 Mathematics of Operations Research
5 Journal of Scientific Computing
5 Linear Algebra and its Applications
5 SIAM Journal on Imaging Sciences
4 Automatica
4 BIT
4 European Journal of Operational Research
4 Mathematical Programming Computation
4 Statistics and Computing
4 Journal of the Operations Research Society of China
4 SIAM Journal on Mathematics of Data Science
3 Inverse Problems
3 Mathematics of Computation
3 Journal of the American Statistical Association
3 Journal of Computational and Applied Mathematics
3 Applied Numerical Mathematics
3 Machine Learning
3 Computational Statistics
3 ETNA. Electronic Transactions on Numerical Analysis
3 Vestnik Samarskogo Gosudarstvennogo Tekhnicheskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki
2 Computer Methods in Applied Mechanics and Engineering
2 Psychometrika
2 Applied Mathematics and Computation
2 Applied Mathematics and Optimization
2 Calcolo
2 Information Sciences
2 Operations Research
2 SIAM Journal on Numerical Analysis
2 Optimization
2 Constructive Approximation
2 Computers & Operations Research
2 Neural Computation
2 Computational Mathematics and Mathematical Physics
2 Journal of Statistical Computation and Simulation
2 Computational Statistics and Data Analysis
2 Applied and Computational Harmonic Analysis
2 Advances in Computational Mathematics
2 Set-Valued and Variational Analysis
2 Journal of Computational and Graphical Statistics
2 Electronic Research Archive
2 Results in Applied Mathematics
1 Artificial Intelligence
1 International Journal of Control
1 Journal of Computational Physics
1 Journal of the Franklin Institute
1 Metrika
1 Scandinavian Journal of Statistics
1 Biometrical Journal
1 Fuzzy Sets and Systems
1 Journal of Multivariate Analysis
1 Journal of Statistical Planning and Inference
1 Mathematics and Computers in Simulation
1 Numerical Functional Analysis and Optimization
1 Quarterly of Applied Mathematics
1 Mathematica Numerica Sinica
1 Statistics & Probability Letters
1 ACM Transactions on Graphics
1 Applied Mathematics Letters
1 Pattern Recognition
1 SIAM Journal on Applied Mathematics
1 SIAM Review
1 Journal of Mathematical Imaging and Vision
1 Computational and Applied Mathematics
1 Complexity
1 Journal of Difference Equations and Applications
1 INFORMS Journal on Computing
1 Australian & New Zealand Journal of Statistics
1 Journal of Applied Statistics
1 Communications in Nonlinear Science and Numerical Simulation
1 International Journal of Applied Mathematics and Computer Science
1 CEJOR. Central European Journal of Operations Research
1 Optimization and Engineering
1 Quantitative Finance
1 Foundations of Computational Mathematics
1 Journal of Systems Science and Complexity
1 Analysis and Applications (Singapore)
1 Acta Numerica
1 Oberwolfach Reports
1 Electronic Journal of Statistics
1 The Annals of Applied Statistics
1 Discrete and Continuous Dynamical Systems. Series S
1 Numerical Mathematics: Theory, Methods and Applications
1 Science China. Information Sciences
1 JSIAM Letters
1 East Asian Journal on Applied Mathematics
1 Research in the Mathematical Sciences
1 Japanese Journal of Statistics and Data Science
1 Sampling Theory, Signal Processing, and Data Analysis

Citations by Year

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