Adaptive learning with covariate shift-detection for non-stationary environments
(2014)
Presentation / Conference
Raza, H., Prasad, G., & Li, Y. (2014, September). Adaptive learning with covariate shift-detection for non-stationary environments. Presented at 14th UK Workshop on Computational Intelligence (UKCI2014), Bradford, England
Learning with dataset shift is a major challenge in non-stationary environments wherein the input data distribution may shift over time. Detecting the dataset shift point in the time-series data, where the distribution of time-series shifts its prope... Read More about Adaptive learning with covariate shift-detection for non-stationary environments.