Algorithms, Data, Hardware and Tools: A Perfect Storm
KDD, pp. 2878-3008, 2018.
Over the past decade Deep Learning has revolutionized much of Data Mining and Artificial Intelligence. Several factors have contributed to this virtuous cycle, primarily the ready availability of data in the cloud and a shift in the hardware resources that can be used for computation, mostly away from memory intensive models to compute in...More