Explainable AI could reduce the impact of biased algorithms

CS Assistant Prof. Joseph Gonzalez is quoted in an article for VentureBeat titled "Explainable AI could reduce the impact of biased algorithms."   The article discusses the ways human bias could potentially be introduced into machine learning-enabled systems and how General Data Protection Regulation (GDPR) might help. Collecting data from the past is a common starting point for data science projects — but historical “data is often biased in ways that we don’t want to transfer to the future,” said Gonzalez.  “It is an incredibly hard problem...but by getting very smart people thinking about this problem and trying to codify a better approach or at least state what the approach is, I think that will help make progress.”

Microsoft acquires Semantic Machines

Semantic Machines, an artificial intelligence startup co-founded by Prof. Dan Klein and staffed by a number of EECS alumni, has been acquired by Microsoft to help Cortana hold more natural dialog with users.  The team has built a number of machine learning components which work together for a smarter AI, and move beyond the more basic back-and-forth currently supported by the Google Assistant, Apple’s Siri, and Amazon’s Alexa.

In addition to Klein, the team includes Percy Liang (Ph.D. '11), David Hall (Ph.D. '12), Adam Pauls (Ph.D. '12), David Burkett (Ph.D. '12), Jason Wolfe (Ph.D. '11 adviser: Stuart Russell), Yuchen Zhang (Ph.D. '16), Taylor Berg-Kirkpatrick (B.A. '08/Ph.D. '15), Greg Durrett (Ph.D. '16), Alex Nisnevich (M.S. '14), current grad student Jacob Andreas, Charles Chen (B.A. CS/Math '11), Andrew Nguyen (B.A. CS/Linguistics '12), Chuck Wooters (Ph.D. Speech Recognition '93), and consultant Prof. Michael Jordan.

Kevin Wang tackles technology with TEALS program

Alumnus Kevin Wang (B.S. '02) is mentioned in an Observer Reporter article titled "Trinity tackles technology with TEALS program."  Wang, who went on to earn an M.Ed. in Technology, Innovation, and Education (TIE) from Harvard, created a Microsoft Philanthropies program called Technology Education and Literacy in Schools (TEALS) to showcase technology's influence to students .  TEALS is a grassroots program designed to help high schools teach computer science by recruiting, training, and mentoring teams of high tech professionals who partner with classroom teachers.  It is currently being implemented at Trinity High School in Washington County, Pennsylvania.

What is 5G? Jan Rabaey explains the next generation of wireless

Prof. Jan Rabaey has written an article for The Conversation titled "What is 5G? The next generation of wireless, explained."  He reviews the evolution of cellular communication technology and describes some of the ways that 5G, which is able to send and receive more data more quickly than previous versions, opens new opportunities for augmented and virtual reality systems, as well as automation.

150 Years of Innovation: John Whinnery: Fields and waves

EECS Prof. and alumnus John Whinnery (1916-2009, EE B.S. '37/Ph.D. '48 ) is the subject of a Berkeley Engineering article celebrating UC Berkeley's 150th year.  Whinnery served as director of the Electronics Research Laboratory from 1952-56, department chair from 1956-59, and dean of the College of Engineering from 1959-63. He was a distinguished innovator in the field of electromagnetism and communication electronics and was recognized as one of the country’s top experts on the fundamentals of quantum electronics.  He was awarded the IEEE Medal of Honor in 1985 and the National Medal of Science in 1992

EECS M.Eng. project wins 2018 Fung Institute Award for the Most Innovative Project

Assistant Prof. Rikky Muller and her Masters of Engineering students Jingbo Wu, Sherwin Lau, Paul Meyer-Rachner, Chen Fu and Mary Lee Lawrence, have received the 2018 Fung Institute Award for the Most Innovative Project.  This award is given to the team that most effectively demonstrates the relevance of the problem they are trying to solve, the originality of their proposed solution, and the potential of their project's impact. Their research project, "Neurodetect: On-Chip Biosignal Computation for Health Monitoring," was selected from over 100 capstone projects in the College of Engineering.  

Aviad Rubinstein wins 2017 ACM Doctoral Dissertation Award

CS alumnus Aviad Rubinstein (Ph.D. ' 17, advisor: Christos Papadimitriou) is the recipient of the Association for Computing Machinery (ACM) 2017 Doctoral Dissertation Award for his dissertation “Hardness of Approximation Between P and NP.”  In his thesis, Rubinstein established the intractability of the approximate Nash equilibrium problem and several other important problems between P and NP-completeness—an enduring problem in theoretical computer science.  His work was featured in a Quanta Magazine article titled "In Game Theory, No Clear Path to Equilibrium" in July. After graduating, Rubinstein became a Rabin Postdoc at Harvard and will join Stanford as an Assistant Professor in the fall.

Christopher Hegarty named CEO of ANCA Group

EE alumnus Chistopher Hegarty (Ph.D. '91, advisor: Lawrence Rowe) has been appointed CEO of ANCA Group, a market leading manufacturer of CNC grinding machines.  Hegarty spent five years working for McKinsey and Company in Zurich before racking up extensive experience working for machine tool manufacturers in Europe and Australasia, including over fifteen years’ experience as CEO or general manager in other organisations.  He joined the ANCA group from Switzerland in July 2017 as the engineering manager of CNC machines and was more recently appointed to general manager of that division.  ANCA CNC grinders are used for manufacturing precision cutting tools and components across a diverse range of competitive industries including cutting tool manufacture, automotive, aerospace, electronics and medical.

Luke Strgar thinks that Blockchain can be used to track gun sales in America

Graduating CS senior Luke Strgar thinks he might have a solution for the fraught issue of guns in America: Use blockchain to track gun sales.  Strgar thinks that Blockchain offers the perfect balance between security, anonymity and scale that could please people on all sides of the gun-control debate.  He spent two days in Washington, D.C. this month pitching the idea of a centralized, ultra-secure, online gun-sale database to legislative aides and think-tank analysts.  A database like this could be monitored by everyone and could not be abused by the government.  “The goal here is to find a solution that both parties can agree on,” Strgar said. “I am not interested in developing something for one side of the discussion, that people try to force down the throat of parties coming from the other side. One of the nice things about technology is that you can develop systems that work for people.”

SiFive receives $50.6M in series C funding

SiFive, a fabless provider of customized semiconductors built on research by alumnus Yunsup Lee (MS '11/Ph.D. '16), alumnus Andrew Waterman (M.S. '11/Ph.D. '16), and Prof. Krste Asanović, received $50.6M in series C funding in April.  Lee is Chief Technology Officer,  Waterman is Chief Engineer, and Asanović is Chief Architect at SiFive. The funding round was co-led by Osage University Partners, Sutter Hill Ventures, Spark Capital, and Intel Capital.  SiFive's semiconductors are built on Risc-V, an instruction set architecture (ISA), which acts as the conduit between a computer's software and hardware.  The series C round is being used to commercialize additional products based on Risc-V.  The company has raised $64.1M in funding to date.