After suggesting algebraic topology as a measure for data complexity, we show that the power of a network to express the topological complexity of a dataset in its decision region is a strictly ...

Professor of Computer Science, studies models of computation using techniques from ... in computer science (e.g. programming languages, software erification, computability theory) and mathematics (e.g ...