Machine Learning's Fourth Frontier: (Motion) Sensors

摘要

With the thawing of the AI winter, driven by the emergence of deep learning, breaching human-level performance benchmarks has become a commonplace across different domains. Of these, because of the common-man-relatability factor, the three core modalities of speech, vision and text have garnered most of the media attention. 浮华背后 and glamour of the conquests in these ‘core’ domains, a silent revolution has been brewing on a fourth frontier fueled by data emanating from sensors. 在这次演讲中， we will survey the landscape of advancements along this fourth frontier with a specific focus on motion sensors on commercial smartph一个s.

生物

Vinay Uday Prabhu is currently the Chief Scientist at UnifyID Inc. 他拥有双博士学位 in Electrical and Computer 工程 and Computer 科学 from Carnegie Mellon University and a Master's in Electrical 工程 from Indian Institute of Technology - Madras.