University of California, Berkeley
Department of Electrical Engineering and Computer Sciences

	Professor Yi Ma   Electrical Engineering and Computer Sciences University of California, Berkeley Office:    EECS Department, 333C Cory Hall # 1770               University of California, Berkeley, CA 94720-1770, USA. Email:     yima@eecs.berkeley.edu Phone:   +1 (510) 664 4565 Other Affiliations Berkeley Artificial Intelligence Research (BAIR) Berkeley Center for Augmented Cognition (CRC) Berkeley FHL Vive Center for Enhanced Reality
Teaching Research Publications Presentations Students Services Biography Honors CV.pdf
Spring 2022 Courses: CS294: Geometry and Learning for 3D Vision (Course Piazza and a tentative Syllabus.pdf) EECS106B/206B: Robotic Manipulation and Interaction (co-teach with Shankar Sastry). Recent Releases: A New Textbook: High-Dimensional Data Analysis with Low-Dimensional Models (or a mirror site for download in China). A New Course EECS208: Computational Principles for High-Dimensional Data Analysis (with a Course Website and Lecture Slides). A New Manuscript: Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction. Recorded video on Closed-Loop Data Transcription via Minimaxing Rate Reduction, Berkeley Neuroscience Redwood Center, December 2, 2021. Recorded video on ReduNet: Deep (Convolution) Networks from First Principles, at CMSA of Harvard University, April 16, 2021. Recorded video on Learning to Detect Geometric Structures from Images, CVPR 3D Scene Understanding Workshop, June 19, 2021. Recorded video of An Overview of Reinforcement Learning and Optimal Control (with Slides), February 17, 2021. New Events: Keynote Speech at the International School on Deep Learning (DeepLearn 2022), United Kingdom, postponed to January 2023. Keynote Speech at the 4th International Conference on Robotics and Computer Vision (ICRCV), Wuhan, China, September 25-27, 2022. Plenary Talk at the 2nd Global Summit and Expo on Robot Intelligence Technology and Applications (GSERITA), Barcelona, Spain, September 19-22, 2022. Keynote Speech at the biennial Canadian Workshop on Information Theory (CWIT) 2022, Ottawa, Canada, June 5-8, 2022. Plenary Talk at the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Singapore, May 22-27, 2022. Distinguished Colloquium, Department of Electrical and Computer Engineering, University of Maryland, Januarary 28, 2022. Berkeley Assured Autonomy Seminar (TBD, Spring 2022). Berkeley Learning Theory Study Group (TBD, Spring 2022). Project Websites: Deep Networks from the Principle of Rate Reduction. Pursuit of Large-Scale 3D Structures and Geometry. UIUC/MSRA: Low-Rank Matrix Recovery via Convex Optimization (with Wright, Lin and Candes et. al.). UIUC: Face Recognition via Sparse Representation (with Wright, Ganesh, Yang, Zhou and Wagner et. al.). UIUC: Clustering and Classification via Lossy Compression (with Wright Yang, Mobahi, and Rao et. al.). UIUC: Generalized Principal Component Analysis (with Huang and Vidal).   ©2017 Yi Ma Last modified: Sat Jan 22 09:16:33 PST 2022