Dept: Applied Mathematics and Statistics Research interests: machine learning and signal processing over networks Applications:
Dept: Applied Mathematics and Statistics Research interests: design and analysis of algorithms for continuous optimization problems beyond the limited areas where classical theory applies Applications: Optimization
Dept: Applied Mathematics and Statistics Research interests: optimization, computation, and statistics, with a particular focus on designing and analyzing highly effective, large-scale algorithms for applications in data science, machine learning, operations... read more →
Dept: Applied Mathematics and Statistics | Centers: MINDS Research interests: Optimization for data science, machine learning and optimization, representation learning and graph neural networks
Dept: Computer Science | Centers: CLSP, MINDS Research interests: Dimensionality reduction, statistical signal processing, online learning, adversarial learning, stochastic approximation Applications: Speech