Machine Learning with resource constraints
Machine Learning is the key technology to discover information and concepts hidden in huge
amounts of data. At the same time, the availability of data is ever increasing. Better sensors deliver
more accurate and fine-grained data, more sensors a more complete view of the scenario. While this should
lead to better learning results, it comes at a cost: Resources for the learning task are limited, restricted
by computational power, communication restrictions or energy constraints.