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Andrew Ng and Prof. Pieter Abbeel

Heroes of Deep Learning: Andrew Ng interviews Pieter Abbeel

CS alumnus Andrew Ng (Ph.D. '02), one of the world's leading authorities on AI, interviews EE Prof. Pieter Abbeel for Heroes of Deep Learning, an interview series from Ng's cousera course, Deep learning AI.  “Work in Artificial Intelligence in the EECS department at Berkeley involves foundational research in core areas of knowledge representation, reasoning, learning, planning, decision-making, vision, robotics, speech and language processing," Abbeel says. "There are also significant efforts aimed at applying algorithmic advances to applied problems in a range of areas, including bioinformatics, networking and systems, search and information retrieval. There are active collaborations with several groups on campus, including the campus-wide vision sciences group, the information retrieval group at the I-School and the campus-wide computational biology program. There are also connections to a range of research activities in the cognitive sciences, including aspects of psychology, linguistics, and philosophy. Work in this area also involves techniques and tools from statistics, neuroscience, control, optimization, and operations research. Berkeley Artificial Intelligence Research Lab (BAIR)."

Andrew Ng is one of the world's leading authorities on AI

Andrew Ng is one of 7 leaders shaping the AI revolution

CS alumnus Andrew Ng (Ph.D. '02, adviser: Michael Jordan) has been singled out by NewsCenter.io as one of 7 leaders shaping the AI revolution.  Ng founded the “Google Brain” project, which developed massive-scale deep learning algorithms.  He led the AI group at Baidu, China’s largest search engine company, which directed research into advertising, maps, take-out delivery, voice and internet searching, security, consumer finance, among others. Ng also co-founded Coursera, an online education company that has raised more than $200 million venture capital funding.  He is also currently an adjuct professor at Stanford.

Grant Ho, Mobin Javed, Vern Paxson and David Wagner win 2017 Internet Defense Prize

CS graduate student Grant Ho, Aashish Sharma (LBNL),  CS alumna Mobin Javed (Ph.D. 2016), and CS Profs. Vern Paxson and David Wagner have won the 2017 Internet Defense Prize, worth $100,000, for their paper "Detecting Credential Spearphishing in Enterprise Settings."  CS graduate student Thurston Dang,  Petros Maniatis (Google Brain), and Prof. David Wagner, were finalists for their paper "Oscar: A Practical Page-Permissions-Based Scheme for Thwarting Dangling Pointers."  The award, which is funded by Facebook and offered in partnership with USENIX, recognizes research that meaningfully makes the internet more secure.

Barbara Grosz receives ACL Lifetime Achievement Award

Alumna Barbara Grosz (CS M.S. '71/Ph.D. '77), Higgins Professor of Natural Sciences at the Harvard John A. Paulson School of Engineering and Applied Sciences (SEAS), has received the 2017 Lifetime Achievement Award of the Association for Computational Linguistics (ACL).  The award recognizes the work of a researcher who has made sustained and impactful contributions to the field of Computational Linguistics/Natural Language Processing. Grosz has spent her career working to make human-computer interactions as fluent as human-to-human interaction. Her recent research has focused on fundamental problems in modeling collaborative activity, developing systems ("agents") able to collaborate with each other and their users, and constructing collaborative, multi-modal systems for human-computer communication.  Her current research projects focus on using results of prior work to improve health care coordination and enhance K-12 science education.

Yannis Ioannidis and the Greek spin-off that will become the voice of Samsung

CS alumnus Yannis Ioannidis (Ph.D. '86) is featured in an article about Samsung's purchase of Greek text-to-speech company Innoetics for close to 50 million euros.  Ioannidis is president of the ATHENA Research & Innovation Center, which nurtured the startup and provided critical support during its evolution and the development of its technology. Innoetics' text-to-speech software learns languages by listening to native speakers, whose voices it can then mimic with great accuracy.  It is currently fluent in 19 languages. Samsung plans to use the technology across a wide range of its product ecosystem.  Ioannidis says that, as a result of the purchase, “any voice emanating from a Samsung device in the years to come will be ‘Greek,’ the product of Greek technology.”  Ioannidis is currently a professor of Informatics and Telecommunications at the University of Athens.

Alexi Efros's team offers custom colorization using deep neural networks

CS Prof. Alexei Efros (also alumnus, Ph.D. '03) and his team have developed a new technique, leveraging deep neural networks and AI, to allow novices--even those with limited artistic ability--to quickly add realistic color to black and white images.  "The goal of our previous project was to just get a single, plausible colorization," says Richard Zhang, a coauthor and PhD candidate, advised by Efros. "If the user didn't like the result, or wanted to change something, they were out of luck. We realized that empowering the user and adding them in the loop was actually a necessary component for obtaining desirable results."  They will present their research into "Real-Time User Guided Colorization with Learned Deep Priors" at SIGGRAPH 2017 in August.

Justine Sherry wins the 2016 ACM SIGCOMM Doctoral Dissertation Award

CS alumna Justine Sherry (M.S. '12/Ph.D. '16 advisor: Sylvia Ratnasamy) has won the ACM SIGCOMM Doctoral Dissertation Award for Outstanding PhD Thesis in Computer Networking and Data Communication.  Justine's thesis was on "Middleboxes as a Cloud Service," and brought the benefits of cloud computing to the networking domain.  Justine is now assistant professor at the Carnegie Mellon School of Computer Science.

Soumitra Dutta named Chairman of AACSB International Board of Directors

Alumnus Soumitra Dutta (CS M.S. '87/Business M.S. '89/CS Ph.D. '90), who is currently founding Dean of the Cornell College of Business, has been chosen Chairman of the Association to Advance Collegiate Schools of Business (AACSB) International board of directors.  Dutta previously founded the eLab at the Institut Européen d'Administration des Affaires (INSEAD--the European Institute of Business Administration) and subsequently served as dean of the Samuel Curtis Johnson Graduate School of Management at Cornell University.  He is a noted authority on the impact of new technology on the business world.

The tale of Lester Mackey's pursuit of the Netflix Prize

In October 2006, Netflix announced "The Netflix Prize," a $1M competition where teams of programmers raced to make the Netflix recommendation engine 10% more accurate.  The nail-biting competition is profiled in an article for Thrilllist which prominently features participant and CS alumnus Lester Mackey (Ph.D. '12), then an undergraduate at Princeton.   "It was so much fun," he said. "The contest was structured so well. We had to learn so much to be competitive and I met so many people along the way."  The winners beat the second place team by only 20 minutes.   Mackey is now a researcher at Microsoft Research New England and an adjunct professor of Statistics at Stanford University.

Paul Jacobs is UC Berkeley's 2017 Alumnus of the Year

EECS alumnus Paul E. Jacobs (B.S. '84/M.S. '86/Ph.D. '89) has been named U.C. Berkeley's 2017 Alumnus of the Year.  After graduating from Berkeley, Paul rose up the ranks at Qualcomm, which had been co-founded by his father, and is currently serving as Executive Chairman.  He won the IEEE Weber Managerial Leadershiip Award in 2014 and the Distinguished Industry Leader Award in 2015.  Paul has donated millions of dollars to the College of Engineering and CITRIS, endowed an engineering professorship, served on a number of important University boards, and funded the creation of the eponymous Jacob's Hall.