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Machine Learning

Machine learning is a branch of artificial intelligence (AI) focused on enabling machines to learn from data and make decisions with minimal human intervention.

Topics

Big data
Supervised learning
Reinforcement learning
Transfer learning
Active learning
Optimization
Graphical models
Nonparametric models
Probabilistic inference
Deep Learning
Automatic speech recognition
Spoken language understanding
Multi-modal and embodied machine learning
Interactive machine learning

Faculty & Researchers

Adjunct Professor
Postdoctoral Research Fellow
Associate Professor
Assistant Professor
Assistant Professor
Professor
Research Associate Professor
Associate Professor
Postdoctoral Research Fellow
Assistant Professor of Instruction
Associate Professor
Professor
Adjunct Assistant Professor
Professor
Adjunct Assistant Professor
Assistant Professor
Postdoctoral Research Fellow
Assistant Professor
Professor, Department of Electrical and Computer Engineering
Assistant Professor of Practice, College of Natural Sciences
Associate Professor
Assistant Professor, Cockrell School of Engineering