Sinno Jialin Pan is an assistant professor in Nanyang Technological University’s School of Computer Science and Engineering. He received a PhD in computer science from Hong Kong University of Science and Technology. His research interests include machine learning and its applications to opinion mining, social-media analysis, information extraction in text, Wi-Fibased indoor mobile localization, recommender systems, and software engineering.
He has been ranked among "AI's 10 to Watch 2018" due to his studies on Transfer Learning.
From Supervised Learning to Transfer Learning
by Assistant Professor, Nanyang Technological University
Recently, supervised-learning algorithms such as deep learning have made a great impact on our society However, it has limitations like relying heavily on the size and quality of the annotated training data and being domain specific.
Jialin's long-term research goal is to develop transfer-learning techniques to build learning systems that can adapt to new and related domains with little or no human supervision.