The Research archive provides access to all Research articles published in past issues of Communications of the ACM.
In this work, we presented a simple experimental framework for interrogating purported measures of generalization.
"3D Localization for Subcentimeter-Sized Devices," by Iyer, et al., neatly separates and solves the problems of robotic locomotion, sensing, localization, and communications packaged into a tiny payload.
We present the first localization system that consumes microwatts of power at a mobile device and can be localized across multiple rooms in settings such as homes and hospitals.
"Understanding Deep Learning (Still) Requires Rethinking Generalization," Chiyuan Zhang, et al., brings a fundamental new theoretical challenge: Why don't today's deep nets overfit to training data?