LOCO: Distributing Ridge Regression with Random Projections

13 June 2014

Papers citing "LOCO: Distributing Ridge Regression with Random Projections"

6 / 6 papers shown

Title
Distributed Sparse Linear Regression under Communication Constraints R. Fonseca B. Nadler FedML 19 2 0 09 Jan 2023
Preserving Differential Privacy Between Features in Distributed Estimation C. Heinze-Deml Brian McWilliams N. Meinshausen 16 7 0 01 Mar 2017
Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data Jialei Wang J. Lee M. Mahdavi Mladen Kolar Nathan Srebro 21 50 0 10 Oct 2016
DUAL-LOCO: Distributing Statistical Estimation Using Random Projections C. Heinze Brian McWilliams N. Meinshausen 31 37 0 08 Jun 2015
Adding vs. Averaging in Distributed Primal-Dual Optimization Chenxin Ma Virginia Smith Martin Jaggi Michael I. Jordan Peter Richtárik Martin Takáč FedML 26 176 0 12 Feb 2015
Sharp analysis of low-rank kernel matrix approximations Francis R. Bach 86 277 0 09 Aug 2012