Category: Big Data, Analytical Data Platforms and Data Science- Articles

Ethics and Data; Legal Implications of Data; Data Privacy: Resources

Resources Ethics and Data Perspectives on Big Data, Ethics, and Society. May 23, 2016 / By  Jacob Metcalf, Emily F. Keller Danah Boyd Council for Big Data, Ethics, and Society – In collaboration with the National Science Foundation, the Council...

Exponential expressivity in deep neural networks through transient chaos 

Exponential expressivity in deep neural networks through transient chaos  Ben Poole, Stanford University poole@cs.stanford.edu Subhaneil Lahiri, Stanford University sulahiri@stanford.edu Maithra Raghu, Google Brain and Cornell University maithrar@gmail.com Surya Ganguli. Stanford University sganguli@stanford.edu Jascha Sohl-Dickstein, Google Brain jaschasd@google.com Abstract We combine Riemannian geometry with...