Key Laboratory of Machine Perception
Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peking University/School of Artificial Intelligence, Peking University
My main research interest is machine learning. I study learning theory, providing insights for the strength and weakness of existing learning algorithms and thus help to guide the development of new algorithms. I am also interested in differential privacy, especially in design learning algorithms with privacy guarantees. On the application side, I develop algorithms and systems for medical diagnosis based on machine learning methods.