Publications
Robots could help close surgeons’ skill gaps and improve patient outcomes
by Rachel Level, College of Computing, Data Science, and Society Robots could soon play a larger role in surgery thanks to recent AI developments, experts said in a new Science Robotics paper published today. Advances in generative AI and other areas could enable robots to assist human surgeons during certain tasks that require significant dexterity…
Read MoreProfessor Dorit Hochbaum Honored with 2024 Khachiyan Prize for Lifetime Achievement in Optimization
Professor Dorit S. Hochbaum of UC Berkeley’s Department of Industrial Engineering and Operations Research (Berkeley IEOR) has been awarded the 2024 Khachiyan Prize by the INFORMS Optimization Society. This award recognizes her extensive contributions to optimization, including her work on the design and analysis of algorithms and their applications across various domains. The Khachiyan Prize…
Read MoreSupply Chain and Logistics Jobs to Grow 18% Over Next Decade, Outpacing Average
A recent Wall Street Journal article highlights the surge in student interest in supply chain studies due to the COVID-19 pandemic. Events such as the Suez Canal blockage and baby formula shortages have drawn attention to the importance of supply chains, leading educational institutions nationwide to experience a significant increase in students eager to understand…
Read MoreCyber Risk and Insurance France-Berkeley Conference
The Cyber Risk and Insurance France-Berkeley Conference, co-organized by Berkeley IEOR Professor Thibaut Mastrolia, brought together experts from France and Berkeley to address the systemic threat posed by cyber risk to the global financial and economic system. Sponsored by the France-Berkeley Fund and the project “Mathematical modeling for cyber-risk insurance,” the conference highlighted the urgent…
Read MoreTransforming Decision-Making with AI: A Shift from Prediction to Optimization in Machine Learning
Amid the surging popularity of AI, companies, organizations, and institutions worldwide are eagerly embracing its transformative potential. Yet, a disparity exists, rooted in the steep costs and extended time frames required for training machine learning models. This challenge is particularly acute in supervised learning—a popular machine learning approach where algorithms learn from labeled datasets. Here,…
Read MoreWatch: Why we don’t have robot butlers yet | Professor Ken Goldberg Delivers Tedx Talk
In this 12-minute TEDx talk, artist and roboticist Ken Goldberg explains why robots are still klutzy and shows some of the surprising things they are starting to learn….We have microwaves, lasers, and cellphones: where are the robots? Computers and AI have advanced significantly, but here is why we still don’t have robots that can do…
Read MoreA Game-Changing Algorithm for Building Better Teams
At the heart of many successful social networks, from community organizations to cutting-edge tech startups, and spanning across schools, hospitals, and research institutions, are cohesive teams working towards common objectives. However, selecting individuals for such teams can present computational challenges. Stepping up to address this challenge is Professor Dorit Hochbaum and her groundbreaking study, “A…
Read MoreAI4OPT In Its Third Year
AI4OPT In Its Third year The Artificial Intelligence Institute for Advances in Optimization is delivering a paradigm shift in automated decision-making September marked the third anniversary of The AI Institute for Advances in Optimization (AI4OPT). Established in 2021 with a $20 million grant from the National Science Foundation, this visionary institute is a collaborative effort,…
Read MoreKen Goldberg Isn’t Scared of Artificial Intelligence
Robots Can’t make Art. Or Can They? Image Credits: Ken Goldberg / Illustration by Mark Gettys with Midjourney Robots can do a great many things, but they can’t make art. That view, common even among AI boosters, has taken a hit with the recent torrent of innovation in artificial intelligence. In late 2022 ChatGPT was…
Read MoreAlper Atamturk Awarded Farkas Prize
IEOR Department Professor and Chair Alper Atamturk has received the 2023 Farkas Prize of the INFORMS Optimization Society, the leading international association for professionals in operations research, analytics, artificial intelligence, and other relevant fields. The Farkas Prize recognizes a mid-career researcher for outstanding contributions to the field of optimization, over the course of their career.…
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