Revisiting Asynchronous Linear Solvers: Provable Convergence Rate through Randomization
暂无分享,去创建一个
[1] Gérard M. Baudet,et al. Asynchronous Iterative Methods for Multiprocessors , 1978, JACM.
[2] John N. Tsitsiklis,et al. Parallel and distributed computation , 1989 .
[3] Yousef Saad,et al. A Flexible Inner-Outer Preconditioned GMRES Algorithm , 1993, SIAM J. Sci. Comput..
[4] Y. Notay. Flexible Conjugate Gradients , 2000, SIAM J. Sci. Comput..
[5] Valeria Simoncini,et al. Flexible Inner-Outer Krylov Subspace Methods , 2002, SIAM J. Numer. Anal..
[6] R. Vershynin,et al. A Randomized Kaczmarz Algorithm with Exponential Convergence , 2007, math/0702226.
[7] Adrian S. Lewis,et al. Randomized Methods for Linear Constraints: Convergence Rates and Conditioning , 2008, Math. Oper. Res..
[8] Daniel B. Szyld,et al. Asynchronous Iterations , 2011, Encyclopedia of Parallel Computing.
[9] Stephen J. Wright,et al. Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent , 2011, NIPS.
[10] Mark A. Moraes,et al. Parallel random numbers: As easy as 1, 2, 3 , 2011, 2011 International Conference for High Performance Computing, Networking, Storage and Analysis (SC).
[11] P. Oswald,et al. Greedy and Randomized Versions of the Multiplicative Schwarz Method , 2012 .
[12] Nikolaos M. Freris,et al. Fast distributed smoothing of relative measurements , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).
[13] Nikolaos M. Freris,et al. Randomized Extended Kaczmarz for Solving Least Squares , 2012, SIAM J. Matrix Anal. Appl..
[14] Sivan Toledo,et al. Reliable Iterative Condition-Number Estimation , 2013, ArXiv.
[15] Stephen J. Wright,et al. An Asynchronous Parallel Randomized Kaczmarz Algorithm , 2014, ArXiv.
[16] Haim Avron,et al. Revisiting Asynchronous Linear Solvers: Provable Convergence Rate through Randomization , 2014, IPDPS.
[17] Nicholas J. Higham,et al. Performance analysis of asynchronous Jacobi’s method implemented in MPI, SHMEM and OpenMP , 2014, Int. J. High Perform. Comput. Appl..
[18] Stephen J. Wright,et al. An asynchronous parallel stochastic coordinate descent algorithm , 2013, J. Mach. Learn. Res..
[19] Stephen J. Wright,et al. Asynchronous Stochastic Coordinate Descent: Parallelism and Convergence Properties , 2014, SIAM J. Optim..
[20] Mauricio Velasco,et al. Linearization Functors on Real Convex Sets , 2012, SIAM J. Optim..