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Publications of "Peter Richtárik" ( http://dblp.L3S.de/Authors/Peter_Richtárik )

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Publication years (Num. hits)
2010-2013 (17) 2014-2015 (24) 2016 (19) 2017-2018 (31) 2019 (9)
Publication types (Num. hits)
article(80) inproceedings(20)
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Found 101 publication records. Showing 100 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Konstantin Mishchenko, Eduard Gorbunov, Martin Takác, Peter Richtárik Distributed Learning with Compressed Gradient Differences. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xu Qian, Zheng Qu, Peter Richtárik SAGA with Arbitrary Sampling. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Robert Mansel Gower, Nicolas Loizou, Xun Qian, Alibek Sailanbayev, Egor Shulgin, Peter Richtárik SGD: General Analysis and Improved Rates. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Nicolas Loizou, Peter Richtárik Convergence Analysis of Inexact Randomized Iterative Methods. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Filip Hanzely, Jakub Konecný, Nicolas Loizou, Peter Richtárik, Dmitry Grishchenko A Privacy Preserving Randomized Gossip Algorithm via Controlled Noise Insertion. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Dmitry Kovalev, Samuel Horvath, Peter Richtárik Don't Jump Through Hoops and Remove Those Loops: SVRG and Katyusha are Better Without the Outer Loop. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Konstantin Mishchenko, Filip Hanzely, Peter Richtárik 99% of Parallel Optimization is Inevitably a Waste of Time. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Amedeo Sapio, Marco Canini, Chen-Yu Ho, Jacob Nelson, Panos Kalnis, Changhoon Kim, Arvind Krishnamurthy, Masoud Moshref, Dan R. K. Ports, Peter Richtárik Scaling Distributed Machine Learning with In-Network Aggregation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Aritra Dutta, Peter Richtárik Online and Batch Supervised Background Estimation Via L1 Regression. Search on Bibsonomy WACV The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Rachael Tappenden, Martin Takác, Peter Richtárik On the complexity of parallel coordinate descent. Search on Bibsonomy Optimization Methods and Software The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Antonin Chambolle, Matthias Joachim Ehrhardt, Peter Richtárik, Carola-Bibiane Schönlieb Stochastic Primal-Dual Hybrid Gradient Algorithm with Arbitrary Sampling and Imaging Applications. Search on Bibsonomy SIAM Journal on Optimization The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Aritra Dutta, Xin Li, Peter Richtárik Weighted Low-Rank Approximation of Matrices and Background Modeling. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Lam M. Nguyen, Phuong Ha Nguyen, Peter Richtárik, Katya Scheinberg, Martin Takác, Marten van Dijk New Convergence Aspects of Stochastic Gradient Algorithms. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Filip Hanzely, Peter Richtárik Fastest Rates for Stochastic Mirror Descent Methods. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Robert M. Gower, Filip Hanzely, Peter Richtárik, Sebastian U. Stich Accelerated Stochastic Matrix Inversion: General Theory and Speeding up BFGS Rules for Faster Second-Order Optimization. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Nicolas Loizou, Peter Richtárik Accelerated Gossip via Stochastic Heavy Ball Method. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Lam M. Nguyen, Phuong Ha Nguyen, Marten van Dijk, Peter Richtárik, Katya Scheinberg, Martin Takác SGD and Hogwild! Convergence Without the Bounded Gradients Assumption. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Nicolas Loizou, Michael Rabbat, Peter Richtárik Provably Accelerated Randomized Gossip Algorithms. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Aritra Dutta, Filip Hanzely, Peter Richtárik A Nonconvex Projection Method for Robust PCA. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Filip Hanzely, Konstantin Mishchenko, Peter Richtárik SEGA: Variance Reduction via Gradient Sketching. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Dominik Csiba, Peter Richtárik Importance Sampling for Minibatches. Search on Bibsonomy Journal of Machine Learning Research The full citation details ... 2018 DBLP  BibTeX  RDF
1Jakub Marecek, Peter Richtárik, Martin Takác Matrix Completion Under Interval Uncertainty: Highlights. Search on Bibsonomy ECML/PKDD (3) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Nicolas Loizou, Peter Richtárik Accelerated Gossip via Stochastic Heavy Ball Method. Search on Bibsonomy Allerton The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Dmitry Kovalev, Peter Richtárik, Eduard Gorbunov, Elnur Gasanov Stochastic Spectral and Conjugate Descent Methods. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Filip Hanzely, Konstantin Mishchenko, Peter Richtárik SEGA: Variance Reduction via Gradient Sketching. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Robert M. Gower, Filip Hanzely, Peter Richtárik, Sebastian U. Stich Accelerated Stochastic Matrix Inversion: General Theory and Speeding up BFGS Rules for Faster Second-Order Optimization. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Lam M. Nguyen, Phuong Ha Nguyen, Marten van Dijk, Peter Richtárik, Katya Scheinberg, Martin Takác SGD and Hogwild! Convergence Without the Bounded Gradients Assumption. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Nikita Doikov, Peter Richtárik Randomized Block Cubic Newton Method. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Dominik Csiba, Peter Richtárik Coordinate Descent Faceoff: Primal or Dual? Search on Bibsonomy ALT The full citation details ... 2018 DBLP  BibTeX  RDF
1Chenxin Ma, Jakub Konecný, Martin Jaggi, Virginia Smith, Michael I. Jordan, Peter Richtárik, Martin Takác Distributed optimization with arbitrary local solvers. Search on Bibsonomy Optimization Methods and Software The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Jakub Konecný, Zheng Qu, Peter Richtárik Semi-stochastic coordinate descent. Search on Bibsonomy Optimization Methods and Software The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Jakub Marecek, Peter Richtárik, Martin Takác Matrix completion under interval uncertainty. Search on Bibsonomy European Journal of Operational Research The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Robert M. Gower, Peter Richtárik Randomized Quasi-Newton Updates Are Linearly Convergent Matrix Inversion Algorithms. Search on Bibsonomy SIAM J. Matrix Analysis Applications The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Aritra Dutta, Peter Richtárik Online and Batch Supervised Background Estimation via L1 Regression. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Nicolas Loizou, Peter Richtárik Linearly convergent stochastic heavy ball method for minimizing generalization error. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Nicolas Loizou, Peter Richtárik Momentum and Stochastic Momentum for Stochastic Gradient, Newton, Proximal Point and Subspace Descent Methods. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Antonin Chambolle, Matthias Joachim Ehrhardt, Peter Richtárik, Carola-Bibiane Schönlieb Stochastic Primal-Dual Hybrid Gradient Algorithm with Arbitrary Sampling and Imaging Applications. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Peter Richtárik, Martin Takác Stochastic Reformulations of Linear Systems: Algorithms and Convergence Theory. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Aritra Dutta, Xin Li, Peter Richtárik A Batch-Incremental Video Background Estimation Model using Weighted Low-Rank Approximation of Matrices. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Xin Li, Aritra Dutta, Peter Richtárik A Batch-Incremental Video Background Estimation Model Using Weighted Low-Rank Approximation of Matrices. Search on Bibsonomy ICCV Workshops The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Zheng Qu, Peter Richtárik Coordinate descent with arbitrary sampling I: algorithms and complexity. Search on Bibsonomy Optimization Methods and Software The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Zheng Qu, Peter Richtárik Coordinate descent with arbitrary sampling II: expected separable overapproximation. Search on Bibsonomy Optimization Methods and Software The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Olivier Fercoq, Peter Richtárik Optimization in High Dimensions via Accelerated, Parallel, and Proximal Coordinate Descent. Search on Bibsonomy SIAM Review The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Rachael Tappenden, Peter Richtárik, Jacek Gondzio Inexact Coordinate Descent: Complexity and Preconditioning. Search on Bibsonomy J. Optimization Theory and Applications The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Jakub Konecný, Jie Liu, Peter Richtárik, Martin Takác Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting. Search on Bibsonomy J. Sel. Topics Signal Processing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Peter Richtárik, Martin Takác On optimal probabilities in stochastic coordinate descent methods. Search on Bibsonomy Optimization Letters The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Peter Richtárik, Martin Takác Parallel coordinate descent methods for big data optimization. Search on Bibsonomy Math. Program. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Jakub Konecný, H. Brendan McMahan, Daniel Ramage, Peter Richtárik Federated Optimization: Distributed Machine Learning for On-Device Intelligence. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Nicolas Loizou, Peter Richtárik A New Perspective on Randomized Gossip Algorithms. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Jakub Konecný, Peter Richtárik Randomized Distributed Mean Estimation: Accuracy vs Communication. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Robert M. Gower, Peter Richtárik Randomized Quasi-Newton Updates are Linearly Convergent Matrix Inversion Algorithms. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Jakub Konecný, H. Brendan McMahan, Felix X. Yu, Peter Richtárik, Ananda Theertha Suresh, Dave Bacon Federated Learning: Strategies for Improving Communication Efficiency. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Sashank J. Reddi, Jakub Konecný, Peter Richtárik, Barnabás Póczos, Alexander J. Smola AIDE: Fast and Communication Efficient Distributed Optimization. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Dominik Csiba, Peter Richtárik Importance Sampling for Minibatches. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Peter Richtárik, Martin Takác Distributed Coordinate Descent Method for Learning with Big Data. Search on Bibsonomy Journal of Machine Learning Research The full citation details ... 2016 DBLP  BibTeX  RDF
1Zheng Qu, Peter Richtárik, Martin Takác, Olivier Fercoq SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization. Search on Bibsonomy ICML The full citation details ... 2016 DBLP  BibTeX  RDF
1Zeyuan Allen Zhu, Zheng Qu, Peter Richtárik, Yang Yuan Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling. Search on Bibsonomy ICML The full citation details ... 2016 DBLP  BibTeX  RDF
1Robert M. Gower, Donald Goldfarb, Peter Richtárik Stochastic Block BFGS: Squeezing More Curvature out of Data. Search on Bibsonomy ICML The full citation details ... 2016 DBLP  BibTeX  RDF
1Nicolas Loizou, Peter Richtárik A new perspective on randomized gossip algorithms. Search on Bibsonomy GlobalSIP The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Rachael Tappenden, Peter Richtárik, Burak Büke Separable approximations and decomposition methods for the augmented Lagrangian. Search on Bibsonomy Optimization Methods and Software The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Olivier Fercoq, Peter Richtárik Accelerated, Parallel, and Proximal Coordinate Descent. Search on Bibsonomy SIAM Journal on Optimization The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Robert Mansel Gower, Peter Richtárik Randomized Iterative Methods for Linear Systems. Search on Bibsonomy SIAM J. Matrix Analysis Applications The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Chenxin Ma, Jakub Konecný, Martin Jaggi, Virginia Smith, Michael I. Jordan, Peter Richtárik, Martin Takác Distributed Optimization with Arbitrary Local Solvers. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Zheng Qu, Peter Richtárik, Martin Takác, Olivier Fercoq SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Chenxin Ma, Virginia Smith, Martin Jaggi, Michael I. Jordan, Peter Richtárik, Martin Takác Adding vs. Averaging in Distributed Primal-Dual Optimization. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Jakub Konecný, Jie Liu, Peter Richtárik, Martin Takác Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Robert Mansel Gower, Peter Richtárik Stochastic Dual Ascent for Solving Linear Systems. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Dominik Csiba, Zheng Qu, Peter Richtárik Stochastic Dual Coordinate Ascent with Adaptive Probabilities. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Dominik Csiba, Peter Richtárik Primal Method for ERM with Flexible Mini-batching Schemes and Non-convex Losses. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Martin Takác, Peter Richtárik, Nathan Srebro Distributed Mini-Batch SDCA. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Zheng Qu, Peter Richtárik, Tong Zhang 0001 Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling. Search on Bibsonomy NIPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Chenxin Ma, Virginia Smith, Martin Jaggi, Michael I. Jordan, Peter Richtárik, Martin Takác Adding vs. Averaging in Distributed Primal-Dual Optimization. Search on Bibsonomy ICML The full citation details ... 2015 DBLP  BibTeX  RDF
1Dominik Csiba, Zheng Qu, Peter Richtárik Stochastic Dual Coordinate Ascent with Adaptive Probabilities. Search on Bibsonomy ICML The full citation details ... 2015 DBLP  BibTeX  RDF
1Peter Richtárik, Martin Takác Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function. Search on Bibsonomy Math. Program. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Martin Takác, Jakub Marecek, Peter Richtárik Inequality-Constrained Matrix Completion: Adding the Obvious Helps! Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Jakub Konecný, Jie Liu, Peter Richtárik, Martin Takác mS2GD: Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Zheng Qu, Peter Richtárik, Tong Zhang 0001 Randomized Dual Coordinate Ascent with Arbitrary Sampling. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Zheng Qu, Peter Richtárik Coordinate Descent with Arbitrary Sampling II: Expected Separable Overapproximation. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Jakub Konecný, Zheng Qu, Peter Richtárik Semi-Stochastic Coordinate Descent. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Olivier Fercoq, Zheng Qu, Peter Richtárik, Martin Takác Fast Distributed Coordinate Descent for Non-Strongly Convex Losses. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Zheng Qu, Peter Richtárik Coordinate Descent with Arbitrary Sampling I: Algorithms and Complexity. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Jakub Konecný, Peter Richtárik Simple Complexity Analysis of Direct Search. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Olivier Fercoq, Zheng Qu, Peter Richtárik, Martin Takác Fast distributed coordinate descent for non-strongly convex losses. Search on Bibsonomy MLSP The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Olivier Fercoq, Peter Richtárik Accelerated, Parallel and Proximal Coordinate Descent. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Rachael Tappenden, Peter Richtárik, Jacek Gondzio Inexact Coordinate Descent: Complexity and Preconditioning Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Olivier Fercoq, Peter Richtárik Smooth minimization of nonsmooth functions with parallel coordinate descent methods. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Jakub Konecný, Peter Richtárik Semi-Stochastic Gradient Descent Methods. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Peter Richtárik, Martin Takác Distributed Coordinate Descent Method for Learning with Big Data. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Martin Takác, Selin Damla Ahipasaoglu, Ngai-Man Cheung, Peter Richtárik TOP-SPIN: TOPic discovery via Sparse Principal component INterference. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Rachael Tappenden, Peter Richtárik, Burak Büke Separable Approximations and Decomposition Methods for the Augmented Lagrangian. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Martin Takác, Avleen Singh Bijral, Peter Richtárik, Nathan Srebro Mini-Batch Primal and Dual Methods for SVMs Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Peter Richtárik, Martin Takác On Optimal Probabilities in Stochastic Coordinate Descent Methods. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Martin Takác, Avleen Singh Bijral, Peter Richtárik, Nati Srebro Mini-Batch Primal and Dual Methods for SVMs. Search on Bibsonomy ICML (3) The full citation details ... 2013 DBLP  BibTeX  RDF
1Peter Richtárik Approximate Level Method for Nonsmooth Convex Minimization. Search on Bibsonomy J. Optimization Theory and Applications The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Peter Richtárik, Martin Takác Parallel Coordinate Descent Methods for Big Data Optimization Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Peter Richtárik, Martin Takác, Selin Damla Ahipasaoglu Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1William Hulme, Peter Richtárik, Lynne McGuire, Alison Green Optimal diagnostic tests for sporadic Creutzfeldt-Jakob disease based on support vector machine classification of RT-QuIC data Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Peter Richtárik Improved Algorithms for Convex Minimization in Relative Scale. Search on Bibsonomy SIAM Journal on Optimization The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Peter Richtárik, Martin Takác Efficient Serial and Parallel Coordinate Descent Methods for Huge-Scale Truss Topology Design. Search on Bibsonomy OR The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Michel Journée, Yurii Nesterov, Peter Richtárik, Rodolphe Sepulchre Generalized Power Method for Sparse Principal Component Analysis. Search on Bibsonomy Journal of Machine Learning Research The full citation details ... 2010 DBLP  BibTeX  RDF
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