ActiveClean: a tool that uses machine learning to clean dirty data in big data sets

AMPLab researchers Sanjay Krishnan, Prof. Michael Franklin, Prof. Ken Goldberg, Eugene Wu, and Jiannan Wang have developed ActiveClean, a system that uses machine learning to improve the process of removing dirty data by analyzing a user's prediction model to decide which mistakes to edit first, while updating the model as it works.  The demonstration paper titled "ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning" received the Best Demo Award at SIGMOD 2016.

ActiveClean is profiled in an I Programmer article and the development team led byEugene Wu (now at Columbia) will present its research on Sept. 7 in New Delhi, at the 2016 conference on Very Large Data Bases.

National Science Foundation logo

EECS professors lead team for new $4.6 M NSF project VeHICaL

Profs. Sanjit Seshia, Ruzena Bajcsy, Shankar Sastry, Björn Hartmann, Claire Tomlin and Tom Griffiths are the principal investigators of a new large National Science Foundation project that will tackle the problem of designing “human Cyber-Physical Systems (h-CPS)”, cyber-physical systems that work in concert with humans. The research outcome of the project, called Verified Human Interfaces, Control, and Learning for Semi-Autonomous Systems, or VeHICaL, will have applications in emerging technologies such as semi-autonomous cars and autonomous aerial vehicles (drones). NSF has awarded $4.6M for this project.

Tsu-Jae King Liu appointed Vice Provost for Academic and Space Planning

Prof. Tsu-Jae King Liu has been appointed the new Vice Provost for Academic and Space Planning (VPASP) for the Berkeley campus, a critical leadership position charged with overseeing the overall programmatic direction of the university and its interaction with the use of space on campus.  As the outgoing EECS Chair, Tsu-Jae made issues of climate, inclusion and diversity priorities in her administrative service.

Professors Shankar Sastry and Pravin Varaiya

Shankar Sastry and Pravin Varaiya receive International Federation of Automatic Control (IFAC) Fellow Awards

Profs. Shankar Sastry and Pravin Varaiya have been elected as International Federation of Automatic Control (IFAC) Fellows. The IFAC Fellow Award is given to persons who have made outstanding and extraordinary contributions in the field of interest of IFAC, in the role as an Engineer/Scientist. Prof. Sastry is recognized for contributions to research and education in the areas of robotic manipulation, adaptive control, nonlinear feedback, and hybrid systems, and Prof. Varaiya is recognized for contributions to control theory, with applications to transportation, power, communications and economic systems.

Dan Garcia

Dan Garcia quoted in EdSource article

Prof. Dan Garcia is quoted in an EdSource article titled “New computer science course's challenge is finding qualified teachers to teach it”. Expansion of a new Advanced Placement computer science course aimed at drawing young women and minorities into high-tech fields is being hampered by a nationwide shortage of teachers qualified to teach it. In President Obama’s 2016 State of the Union address, he said every student should be offered the opportunity to take “the hands-on computer science and math classes that make them job-ready on day one. Prof. Garcia cited a series of steps needed to boost the supply of teachers, including expansion of teacher training programs in computer science, creating a certification program for computer science teachers and expanding programs like Teach for America, which draws on recent college graduates and gives them minimal training before placing them in a classroom.

New Center for Human-Compatible Artificial Intelligence is launched

The Center for Human-Compatible Artificial Intelligence, which will focus on ensuring that AI systems are beneficial to humans, is being lead by  Prof. Stuart Russell, a long-time advocate of incorporating human values in the design of AI.  Associate Prof. Pieter Abbeel and Assistant Prof. Anca Dragan will serve as co-principal investigators along with cognitive scientist Tom Griffiths and faculty from Cornell and the University of Michigan.  The center was made possible by a grant of $5.5 million from the Open Philanthropy Project, as well as grants from the Leverhulme Trust and the Future of Life Institute.

Tea 1 cafe

New café called Tea 1 opens in Cory Hall

As a way to provide more facetime between busy faculty and students in EECS, a new café called Tea 1 has opened in Cory Hall. After town hall discussions with EECS students, faculty and staff it was determined that a café would provide a more relaxed atmosphere for students to see faculty in a different context than lectures or office hours. Retrofitting the room to accommodate the café was paid for by private funds raised by former EECS department chair Tsu-Jae King Liu.

Cameron Baradar

Cameron Baradar opens doors to "The House"

Looking at the entrepreneurial aspirations of UC Berkeley’s students in what is often called around campus the “innovation ecosystem”, EECS alumni Cameron Baradar (B.S. ’15) has opened the doors to The House, a startup institute across the street from campus on Bancroft Ave. Currently on campus there are over 40 clubs across engineering, design and entrepreneurship, two entrepreneurship centers, a design institute, a maker space and the world’s largest collegiate hackathon. Under the mentorship of Prof. Scott Shenker, Cameron sees The House as a backbone for the emerging infrastructure providing startup founders with what they need and when they need it to be successful.

Ruzena Bajcsy

Ruzena Bajcsy is named in list of “Seven over 70”

Prof. Ruzena Bajcsy has been named on MIT Technology Review’s  “Seven over 70” list, giving recognition to innovators over 70 who are still working. Prof. Bajcsy is a roboticist still actively publishing at the age of 83. She is also director emerita of CITRIS (Center for Information Technology Research in the Interest of Society) and her current research focuses on AI, computational biology and biosystems.

MIT TR35 logo

Sergey Levine, Oriol Vinyals and Wei Gao named on MIT TR35

Prof. Sergey Levine, EECS alumni Oriol Vinyals and EECS postdoc Wei Gao (working with Ali Javey) have been named on MIT Technology Review’s 2016 TR35 (Innovators Under 35) who push the edge of science, creating new approaches to tackling technology challenges. In the “Pioneers” category Prof. Levine teaches robots to watch and learn from their own successes, supervising it’s own learning, and Oriol Vinyals is working to create computers that can teach themselves how to play and win complex games by enabling them to learn from experience. In the “Inventors” category, Wei Gao is building sweatbands that monitor your health on a molecular level.