Distributed Black-Box Optimization via Error Correcting Codes

13 July 2019

Papers citing "Distributed Black-Box Optimization via Error Correcting Codes"

14 / 14 papers shown

Title
Straggler Resilient Serverless Computing Based on Polar Codes Burak Bartan Mert Pilanci 53 13 0 21 Jan 2019
Rateless Codes for Near-Perfect Load Balancing in Distributed Matrix-Vector Multiplication Ankur Mallick Malhar Chaudhari Utsav Sheth Ganesh Palanikumar Gauri Joshi 74 142 0 27 Apr 2018
Structured Evolution with Compact Architectures for Scalable Policy Optimization K. Choromanski Mark Rowland Vikas Sindhwani Richard Turner Adrian Weller 79 149 0 06 Apr 2018
Block-Diagonal and LT Codes for Distributed Computing With Straggling Servers A. Severinson A. Graell i Amat E. Rosnes 131 93 0 21 Dec 2017
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models Pin-Yu Chen Huan Zhang Yash Sharma Jinfeng Yi Cho-Jui Hsieh AAML 80 1,882 0 14 Aug 2017
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication Qian-long Yu M. Maddah-ali A. Avestimehr 117 463 0 30 May 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 92 1,541 0 10 Mar 2017
Speeding Up Distributed Machine Learning Using Codes Kangwook Lee Maximilian Lam Ramtin Pedarsani Dimitris Papailiopoulos Kannan Ramchandran 204 858 0 08 Dec 2015
Newton Sketch: A Linear-time Optimization Algorithm with Linear-Quadratic Convergence Mert Pilanci Martin J. Wainwright 52 274 0 09 May 2015
Randomized sketches for kernels: Fast and optimal non-parametric regression Yun Yang Mert Pilanci Martin J. Wainwright 82 174 0 25 Jan 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Iterative Hessian sketch: Fast and accurate solution approximation for constrained least-squares Mert Pilanci Martin J. Wainwright 77 206 0 03 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,386 0 04 Sep 2014
Randomized Sketches of Convex Programs with Sharp Guarantees Mert Pilanci Martin J. Wainwright 358 177 0 29 Apr 2014