Students

Applying Deep Learning to multi-media applications
Applying Deep Learning to multi-media applications
Probabalistic Machine Learning Methods, Applications of ML in science, Context-appropriate performance metrics, Fairness in ML
Probabalistic Machine Learning Methods, Applications of ML in science, Context-appropriate performance metrics, Fairness in ML
Machine Learning
Machine Learning
Machine learning, online learning, reinforcement learning, bandits algorithms
Machine learning, online learning, reinforcement learning, bandits algorithms
Neuroscience, language, imagery, brain decoding, machine learning
Neuroscience, language, imagery, brain decoding, machine learning
Computational imaging, 3D microscopy, cell imaging, imaging in scattering media, spectroscopic imaging
Computational imaging, 3D microscopy, cell imaging, imaging in scattering media, spectroscopic imaging
Neuroscience, functional brain imaging, brain decoding
Neuroscience, functional brain imaging, brain decoding
Adv.:
High dimensional statistical inference, Sparse modeling, Causal inference
High dimensional statistical inference, Sparse modeling, Causal inference
Adv.: Dawn Song
Deep learning, security, programming language
Deep learning, security, programming language
Machine learning, NLP, computational linguistics, human language production and perception
Machine learning, NLP, computational linguistics, human language production and perception
Design, Mechatronics, Robotics
Design, Mechatronics, Robotics
Neuroscience, machine learning, neural networks, electrophysiology, vision, brain decoding
Neuroscience, machine learning, neural networks, electrophysiology, vision, brain decoding
Neuroscience, computational imaging, functional brain imaging, brain-machine interface, optogenetics, task-based microscopy
Neuroscience, computational imaging, functional brain imaging, brain-machine interface, optogenetics, task-based microscopy
Robotics, Machine Learning, Manipulation, Topological Data Analysis
Robotics, Machine Learning, Manipulation, Topological Data Analysis
Statistical Machine Learning, Hypothesis Testing, Optimization
Statistical Machine Learning, Hypothesis Testing, Optimization
Machine learning
Machine learning
Reinforcement learning, robot control
Reinforcement learning, robot control
High-order graphical models, POMDPs, active learning, numerical optimization
High-order graphical models, POMDPs, active learning, numerical optimization
Computer Vision, Large Scale Visual Dataset, Autonomous Driving
Computer Vision, Large Scale Visual Dataset, Autonomous Driving
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