Members of IFDS
Nonsmooth Optimization, Variational Analysis
Convex optimization, Algorithms, Machine Learning, and Control
Safe Statistical Machine Learning, Representations For Signals and Images
Optimization, Experimental Design, Machine Learning
Theoretical and Applied Questions in Machine Learning and Artificial Intelligence
Yin Tat Lee
Convex Optimization, Convex Geometry, Spectral Graph Theory, Online Algorithms
Bayesian Statistics, Machine Learning
Dynamic optimization problems for data science.
Clustering, Crowdsourcing, Convex Optimization, Machine Learning.
Optimization, Algorithms, Convex geometry
Unsupervised Learning for Signals and Images
Optimization, Game theory
Machine Learning, Optimization
Online optimization, Game theory
Optimization, Online Learning
Statistical Machine Learning, Non-convex Optimization
Representation learning, Time Series Models, Structured Prediction, Applications to Music.
Online learning, Optimization