Online Learning for Time Series Prediction

Oren Anava, Elad Hazan, Shie Mannor, Ohad Shamir

Abstract: In this paper, we address the problem of predicting a time series using the ARMA (autoregressive moving average) model, under minimal assumptions on the noise terms. Using regret minimization techn...