Recursive Sketches for Modular Deep Learning

Badih Ghazi, Rina Panigrahy, Joshua R. Wang

Abstract: We present a mechanism to compute a sketch (succinct summary) of how a complex modular deep network processes its inputs. The sketch summarizes essential information about the inputs and outputs of...