Machine Learning Research

My main research interests are in machine learning theory and algorithms. I focus mainly on active and interactive learning: a setting where the data source and the algorithm interact in an attempt to improve learning accuracy while decreasing information costs. Much of my work revolves around developing general-purpose algorithms that can be useful in many different applications. I also collaborate with industrial partners to solve interesting problems in these realms. The list of my publications is here. Code for published methods is available here.

following link.

 

Note: This website is being updated by an automatic system, so there may be inaccuracies in the list of publications and other details. Please see my official home page for up-to-date information and a curated list of publications: My official homepage.