Abstract
Today we live in a data-rich environment. This is dramatically different from the last century when the fundamentals of machine learningMachine learning, control theoryControl theory and related subjects were established. Nowadays, vast and exponentially increasing data sets and streamsData sets and streams which are often non-linearNon-linear, non-stationaryNon-stationary and increasingly more multi-modalMulti-modal/heterogeneousHeterogeneous (combining various physical variables, signals with images/videos as well as text) are being generated, transmitted and recorded as a result of our everyday live. This is drastically different from the reality when the fundamental results of the probability theoryProbability theory, statisticsStatistics and statistical learningStatistical learning where developed few centuries ago.