Online Student-$t$ Processes with an Overall-local Scale Structure for Modelling Non-stationary Data

Taole Sha, Michael Minyi Zhang

Time-dependent data often exhibit characteristics, such as non-stationarity and heavy-tailed errors, that would be inappropriate to model with the typical assumptions used in popul…