Adapting to Non-stationarity with Growing Expert Ensembles

v1v2 (latest)

Adapting to Non-stationarity with Growing Expert Ensembles

4 March 2011

Abigail Z. Jacobs

Kristina Lisa Klinkner

ArXiv (abs)PDF HTML

Papers citing "Adapting to Non-stationarity with Growing Expert Ensembles"

6 / 6 papers shown

Title
Learning how to approve updates to machine learning algorithms in non-stationary settings Jean Feng 51 1 0 14 Dec 2020
Time-Varying Interaction Estimation Using Ensemble Methods Brandon Oselio Amir Sadeghian Silvio Savarese Alfred Hero 26 1 0 25 Jun 2019
Efficient tracking of a growing number of experts Jaouad Mourtada Odalric-Ambrym Maillard 52 24 0 31 Aug 2017
Online Optimization in Dynamic Environments Eric C. Hall Rebecca Willett 142 28 0 23 Jul 2013
Nonparametric risk bounds for time-series forecasting D. McDonald C. Shalizi M. Schervish AI4TS 156 28 0 03 Dec 2012
Estimating the historical and future probabilities of large terrorist events A. Clauset R. Woodard 58 99 0 01 Sep 2012