Director
Co-Director
Associate Professor
Associate Researcher
Interpretability and robustness of deep learning
Continual Learning, Brain-Inspired AI
Bayesian Deep Learning
Deep Learning, Neural Network Optimization
Deep Learning
Machine learning
Representation Learning
Machine Learning, Statistical Methodology
Generative Models, Diffusion Models
Statistical Learning, Model Quantization
Machine Learning
Bayes
Bayesian Learning, Diffusion Models
Adversarial ML
Machine Learning, Optimization, Probabilistic Methods
Statistical Learning, Quantitative Finance
Bayesian Learning, Operator Learning
Reinforcement Learning
Deep Learning, Generative Adversarial Networks
Deep Learning, Model Quantization
Reinforcement Learning, Embodied AI
Bayesian Learning
Deep Learning, Large Language Models
Machine Learning, Reinforcement Learning, Diffusion Models
Bayesian Learning, Language Models
Large Scale Machine Learning
Deep Learning, Computer Vision
Interpretability of deep learning
Brain-inspired AI, Explainable AI, Embodied AI
