Algorithms
Developing efficient algorithms that power faster, smarter, and more reliable computing across diverse applications.
Project
Learning Theory
We work on questions motivated by machine learning, in particular from the theoretical and computational perspectives. Our goals are to mathematically understand the effectiveness of existing learning algorithms and to design new learning algorithms. We…
Publication
Online Learning with Composite Loss Functions
Publication
Route Planning in Transportation Networks
Publication
The Relevance of Algorithms
Publication