John Duchi, Stanford University
Assistant Professor
Stanford, California
jduchi@stanford.edu
Office:
(650) 498-5224
Expert In
Bio/Research
My research interests span statistics, machine learning, computation, and optimization. Modern techniques for data gathering have yielded extraordinary mass and diversity of data. Yet the amount of data is no panacea; it is challenging to identify the best ways to analyze and make inferences from...
Click to Expand >>
Click to Expand >>
Bio/Research
My research interests span statistics, machine learning, computation, and optimization. Modern techniques for data gathering have yielded extraordinary mass and diversity of data. Yet the amount of data is no panacea; it is challenging to identify the best ways to analyze and make inferences from information we collect. How can we balance multiple criteria--such as computation, communication, or privacy--while maintaining statistical performance?
Click to Shrink <<
Click to Shrink <<