Transforming Decision-Making with AI: A Shift from Prediction to Optimization in Machine Learning

P. Grigas article

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,…

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Rajan Udwani Receives NSF Career Award

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Berkeley IEOR Assistant Professor Rajan Udwani has won the National Science Foundation’s (NSF) Faculty Early Career Development Program (CAREER) Award. The CAREER award is the NSF’s most prestigious award given to support early-career faculty members “who have the potential to serve as academic role models in research and education and to lead advances in the…

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Celebrating Valentine’s Day with Berkeley IEOR Alums Steve Tai and KC Wu

KC Wu and Steve Tai

As a mathematics and chemistry major at Indiana University Bloomington, Kin-Ching Wu, also known as KC, hadn’t initially envisioned pursuing her graduate studies at Berkeley. However, her father urged KC to stay close to her mother, who had recently immigrated from Hong Kong to California. So, she decided to apply to Berkeley almost on a…

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A 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…

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Professor Rhonda Righter Takes the Helm as Program Committee Co-Chair for ACM SIGMETRICS/IFIP Performance 2024

UC Berkeley Mail

ACM SIGMETRICS stands at the forefront of advocating for cutting-edge research in performance analysis for computing and communication systems, focusing on innovative techniques and applications of established methods and tools. Every year, ACM SIGMETRICS sponsors its own conference for the computer performance evaluation community. The IFIP Performance Conference, held annually, serves as a vital forum…

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AI4OPT In Its Third Year

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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,…

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Ken Goldberg Isn’t Scared of Artificial Intelligence

Ken Goldberg / Illustration by Mark Gettys with Midjourney

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…

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5 Questions for Anika Ramachandran, Class of 2022

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With her recent experience working as a Software Engineer at Nuro, Anika Ramachandran (BS IEOR ‘22) has spent much time immersed in the world of autonomous vehicles. We recently caught up with Anika to hear her take on what the future holds for self-driving cars. 1. Could you share any notable advancements or innovations in…

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Berkeley IEOR Embarks on Second Year of Partnership with KONE

Photograph of Cindy Jabaay and Ameesha Khan

Earlier this month, Berkeley IEOR welcomed KONE, a global engineering company focused on innovating elevator and escalator manufacturing, to our campus. KONE, a recognized industry leader, consistently ranks among the world’s most sustainable companies. Notably, KONE was the first in the industry to achieve carbon-neutral manufacturing units worldwide. KONE has also been on the Forbes…

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