Richtárik, Peter: search on Z-Library

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1

Accelerated, Parallel, and Proximal Coordinate Descent

Fercoq, Olivier, Richtárik, Peter

Journal:

SIAM Journal on Optimization

Year:

2015

Language:

english

File:

PDF, 415 KB

english, 2015

2

Coordinate descent with arbitrary sampling II: expected separable overapproximation

Qu, Zheng, Richtárik, Peter

Journal:

Optimization Methods and Software

Year:

2016

Language:

english

File:

PDF, 562 KB

english, 2016

3

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Provably Accelerated Randomized Gossip Algorithms

Loizou, Nicolas, Rabbat, Michael, Richtarik, Peter

Year:

2019

Language:

english

File:

PDF, 307 KB

english, 2019

4

Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function

Richtárik, Peter, Takáč, Martin

Journal:

Mathematical Programming

Year:

2014

Language:

english

File:

PDF, 868 KB

english, 2014

5

A Nonconvex Projection Method for Robust PCA

Dutta, Aritra, Hanzely, Filip, Richtàrik, Peter

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

Language:

english

File:

PDF, 1.28 MB

english, 2019

6

Approximate Level Method for Nonsmooth Convex Minimization

Peter Richtárik

Journal:

Journal of Optimization Theory and Applications

Year:

2012

Language:

english

File:

PDF, 571 KB

english, 2012

7

Inexact Coordinate Descent: Complexity and Preconditioning

Tappenden, Rachael, Richtárik, Peter, Gondzio, Jacek

Journal:

Journal of Optimization Theory and Applications

Year:

2016

Language:

english

File:

PDF, 715 KB

english, 2016

8

[IEEE 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Washington DC, DC, USA (2016.12.7-2016.12.9)] 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - A new perspective on randomized gossip algorithms

Loizou, Nicolas, Richtarik, Peter

Year:

2016

Language:

english

File:

PDF, 729 KB

english, 2016

9

Stochastic Primal-Dual Hybrid Gradient Algorithm with Arbitrary Sampling and Imaging Applications

Chambolle, Antonin, Ehrhardt, Matthias J., Richtárik, Peter, Schönlieb, Carola-Bibiane

Journal:

SIAM Journal on Optimization

Year:

2018

Language:

english

File:

PDF, 2.61 MB

english, 2018

10

Randomized Projection Methods for Convex Feasibility: Conditioning and Convergence Rates

Necoara, Ion, Richtárik, Peter, Patrascu, Andrei

Journal:

SIAM Journal on Optimization

Year:

2019

Language:

english

File:

PDF, 799 KB

english, 2019

11

Randomized Quasi-Newton Updates Are Linearly Convergent Matrix Inversion Algorithms

Gower, Robert M., Richtárik, Peter

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2017

Language:

english

File:

PDF, 504 KB

english, 2017

12

Randomized Iterative Methods for Linear Systems

Gower, Robert M., Richtárik, Peter

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2015

Language:

english

File:

PDF, 1.10 MB

english, 2015

13

Variance-Reduced Methods for Machine Learning

Gower, Robert M., Schmidt, Mark, Bach, Francis, Richtarik, Peter

Journal:

Proceedings of the IEEE

Year:

2020

File:

PDF, 1.03 MB

2020

14

[IEEE 2014 IEEE 24th International Workshop on Machine Learning for Signal Processing (MLSP) - Reims, France (2014.9.21-2014.9.24)] 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Fast distributed coordinate descent for non-strongly convex losses

Fercoq, Olivier, Qu, Zheng, Richtarik, Peter, Takac, Martin

Year:

2014

Language:

english

File:

PDF, 406 KB

english, 2014

15

Semi-stochastic coordinate descent

Konečný, Jakub, Qu, Zheng, Richtárik, Peter

Journal:

Optimization Methods and Software

Year:

2017

Language:

english

File:

PDF, 455 KB

english, 2017

16

Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting

Konecny, Jakub, Liu, Jie, Richtarik, Peter, Takac, Martin

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2016

Language:

english

File:

PDF, 3.34 MB

english, 2016

17

Distributed optimization with arbitrary local solvers

Ma, Chenxin, Konečný, Jakub, Jaggi, Martin, Smith, Virginia, Jordan, Michael I., Richtárik, Peter, Takáč, Martin

Journal:

Optimization Methods and Software

Year:

2017

Language:

english

File:

PDF, 2.94 MB

english, 2017

18

Letters

Keith Baker, Disabled Police Officers Assoc, Marilynn Richtarik, Paul Healy and Peter Hegarty

Journal:

Year:

1995

Language:

english

File:

PDF, 231 KB

english, 1995

19

Best Pair Formulation & Accelerated Scheme for Non-convex Principal Component Pursuit

Dutta, Aritra, Hanzely, Filip, Liang, Jingwei, Richtarik, Peter

Journal:

IEEE Transactions on Signal Processing

Year:

2020

File:

PDF, 2.61 MB

2020

20

[IEEE 2019 IEEE Winter Conference on Applications of Computer Vision (WACV) - Waikoloa Village, HI, USA (2019.1.7-2019.1.11)] 2019 IEEE Winter Conference on Applications of Computer Vision (WACV) - Online and Batch Supervised Background Estimation Via L1 Regression

Dutta, Aritra, Richtarik, Peter

Year:

2019

File:

PDF, 41 KB

2019

21

Improved Algorithms for Convex Minimization in Relative Scale

Richtárik, Peter

Journal:

SIAM Journal on Optimization

Year:

2011

Language:

english

File:

PDF, 353 KB

english, 2011

22

Coordinate descent with arbitrary sampling I: algorithms and complexity †

Qu, Zheng, Richtárik, Peter

Journal:

Optimization Methods and Software

Year:

2016

Language:

english

File:

PDF, 518 KB

english, 2016

23

Separable approximations and decomposition methods for the augmented Lagrangian

Tappenden, Rachael, Richtárik, Peter, Büke, Burak

Journal:

Optimization Methods and Software

Year:

2015

Language:

english

File:

PDF, 567 KB

english, 2015

24

On optimal probabilities in stochastic coordinate descent methods

Richtárik, Peter, Takáč, Martin

Journal:

Optimization Letters

Year:

2016

Language:

english

File:

PDF, 519 KB

english, 2016

25

Optimization in High Dimensions via Accelerated, Parallel, and Proximal Coordinate Descent

Fercoq, Olivier, Richtárik, Peter

Journal:

Year:

2016

Language:

english

File:

PDF, 495 KB

english, 2016

26

On the complexity of parallel coordinate descent

Tappenden, Rachael, Takáč, Martin, Richtárik, Peter

Journal:

Optimization Methods and Software

Year:

2017

Language:

english

File:

PDF, 1017 KB

english, 2017

27

[IEEE 2019 IEEE Winter Conference on Applications of Computer Vision (WACV) - Waikoloa Village, HI, USA (2019.1.7-2019.1.11)] 2019 IEEE Winter Conference on Applications of Computer Vision (WACV) - Online and Batch Supervised Background Estimation Via L1 Regression

Dutta, Aritra, Richtarik, Peter

Year:

2019

Language:

english

File:

PDF, 41 KB

english, 2019

28

Matrix completion under interval uncertainty

Mareček, Jakub, Richtárik, Peter, Takáč, Martin

Journal:

European Journal of Operational Research

Year:

2016

Language:

english

File:

PDF, 1.36 MB

english, 2016

29

Semi-Stochastic Gradient Descent Methods

Konečný, Jakub, Richtárik, Peter

Journal:

Frontiers in Applied Mathematics and Statistics

Year:

2017

Language:

english

File:

PDF, 1.55 MB

english, 2017

30

Parallel coordinate descent methods for big data optimization

Richtárik, Peter, Takáč, Martin

Journal:

Mathematical Programming

Year:

2016

Language:

english

File:

PDF, 887 KB

english, 2016

31

[IEEE 2017 IEEE International Conference on Computer Vision Workshop (ICCVW) - Venice, Italy (2017.10.22-2017.10.29)] 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) - A Batch-Incremental Video Background Estimation Model Using Weighted Low-Rank Approximation of Matrices

Li, Xin, Dutta, Aritra, Richtarik, Peter

Year:

2017

Language:

english

File:

PDF, 3.67 MB

english, 2017

32

The complexity of primal-dual fixed point methods for ridge regression

Ribeiro, Ademir Alves, Richtárik, Peter

Journal:

Linear Algebra and its Applications

Year:

2018

Language:

english

File:

PDF, 1.22 MB

english, 2018

33

[IEEE 2018 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2018.10.2-2018.10.5)] 2018 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Accelerated Gossip via Stochastic Heavy Ball Method

Loizou, Nicolas, Richtarik, Peter

Year:

2018

Language:

english

File:

PDF, 34 KB

english, 2018

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