Carnegie Mellon University

Kei Furukawa

Kei Furukawa

Research Scholar with Ruslan Salakhutdinov

Bio

Kei's main interest is the application of machine learning and deep learning to develop a system for building automation. His mid-term goal is establishing a method for the system of a building to understand human behavior.

José Carlos  González

José Carlos González

Research Scholar with Manuela Veloso

Bio

José Carlos' research interests include control architectures for social robots, automated planning and machine learning techniques. Currently, he is also developing the NAOTherapist robotic platform for pediatric rehabilitation.

Rajesh Chidambaram

Rajesh Chidambaram

Research Scholar with Eric Xing

Bio

Rajesh's principal research focus lies in developing cognitive neuroscience inspired deep learning algorithms. His current focus is on multi modal and multi task neural networks for Advanced Driving Systems.

Jianmin Ji

Jianmin Ji

Research Scholar with Manuela Veloso

Bio

Jianmin's principal research interests lie in cognitive robotics and symbolic artificial intelligence, especially focus on knowledge representation and reasoning, nonmonotonic reasoning, logic programming and answer set programming.

Michael Kampffmeyer

Michael Kampffmeyer

Research Scholar with Eric Xing

Bio

Michael's research interests include the development of unsupervised deep learning methods for representation learning and clustering by utilizing ideas from kernel machines and information theoretic learning. Further, he is interested in computer vision, especially related to applications in remote sensing and health. 
 

Lianhui Qin

Lianhui Qin

Research Scholar with Tom Mitchell

Bio

Lianhui is working on natural language processing and machine learning, including text generation, discourse parsing, and deep learning in general.

Yujia Zhang

Yujia Zhang

Research Scholar with Eric Xing

Bio

Yujia's principal research interests lie in computer vision and machine learning. Her current focus includes face detection and recognition, and abnormal human behavior analysis. She is also interested in video summarization using deep neural networks.

Yifeng Zhu

Yifeng Zhu

Research Scholar with Manuela Veloso

Bio

Yifeng’s principal research interests lie in robotics and reinforcement learning. He has focused on the application of reinforcement learning in robotics, and is now working on applying reinforcement learning in real robots such as small size leagues.