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SUMMARY:An Automatic System to Detect Equivalence Between Iterative Algorithms
DESCRIPTION:Institute for Experiential AI Speaker: Laurent Lessard \nLarge-scale optimization problems in machine learning\, signal processing\, multi-agent systems\, and imaging have fueled ongoing interest in iterative optimization algorithms. New optimization algorithms are regularly proposed in order to capture more complicated models\, reduce computational burdens\, or obtain stronger performance and convergence guarantees. But how can we be sure a recently proposed algorithm is novel? Algorithms can be written in different equivalent ways that are not always obvious\, and with optimization being increasingly prevalent across different applications\, popular algorithms are routinely “re-discovered”. In this talk\, we present a framework for reasoning about equivalence of iterative algorithms. Our framework is based on concepts from control theory and linear systems theory and can identify equivalence for a variety of algorithm classes: (a) single-oracle algorithms such as gradient-based methods\, (b) multi-oracle algorithms such as distributed optimization algorithms\, primal-dual methods\, and operator-splitting methods\, and (c) algorithms that use different but related oracles\, such as subdifferentials\, proximal operators\, and Fenchel conjugates. Our work is a promising step towards an integrated and principled methodology for analyzing and designing control systems that use optimization algorithms “in the loop”. \nLocation: Teams \nRegister
URL:https://coe.northeastern.edu/event/an-automatic-system-to-detect-equivalence-between-iterative-algorithms/
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DTSTART;TZID=America/Los_Angeles:20250213T130000
DTEND;TZID=America/Los_Angeles:20250213T183000
DTSTAMP:20260523T171108
CREATED:20250106T154956Z
LAST-MODIFIED:20250106T154956Z
UID:48506-1739451600-1739471400@coe.northeastern.edu
SUMMARY:The Responsible AI in Practice Summit
DESCRIPTION:We are thrilled to announce The Responsible AI in Practice Summit. \nThis exciting Summit takes place on Thursday\, Feb. 13\, 2025 at Northeastern University Oakland. This multidisciplinary event will explore ethical\, equitable\, and inclusive approaches to integrating AI in society. \nEvent Details \n🗓️ Thursday\, Feb. 13\, 2025 \n⏰  1:00-6:30 PT \n📍Northeastern University Oakland Campus – Lisser Hall & Graduate School of Business (GSB) \n💻https://oaklandrai.sites.northeastern.edu/ \n🎟️ Register
URL:https://coe.northeastern.edu/event/the-responsible-ai-in-practice-summit/
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BEGIN:VEVENT
DTSTART;TZID=America/New_York:20231019T090000
DTEND;TZID=America/New_York:20231019T150000
DTSTAMP:20260523T171108
CREATED:20231010T000158Z
LAST-MODIFIED:20231010T000214Z
UID:39184-1697706000-1697727600@coe.northeastern.edu
SUMMARY:Annual AI Career Fair
DESCRIPTION:The Institute for Experiential AI is hosting its annual career fair on October 19th! Companies including Bose\, Travelers Insurance\, ODSC\, and Verisk will be attending. Registration is FREE and there is an option to upload your resume as well! \nDate: Thursday\, October 19\, 2023 \nTime: 9 am – 3 pm \nLocation: Curry Student Center\, Indoor Quad
URL:https://coe.northeastern.edu/event/annual-ai-career-fair/
LOCATION:Curry Student Center\, 360 Huntington Ave.\, Boston\, MA\, 02115\, United States
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DTSTART;TZID=America/New_York:20231018T090000
DTEND;TZID=America/New_York:20231018T170000
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CREATED:20231010T000341Z
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UID:39181-1697619600-1697648400@coe.northeastern.edu
SUMMARY:AI Business Leaders Conference
DESCRIPTION:Hi Everyone! Northeastern’s Institute for Experiential AI is hosting an AI Business Leaders Conference on Wednesday\, October 18th from 9am to 5pm! If you are studying AI or Data Science\, or interested in learning more about it\, join us! There are top industry leaders speaking from companies including Meta\, T-Mobile\, Fidelity\, McDonalds\, Verizon\, as well as many Northeastern experts. Tickets are usually $200 for in-person attendance\, but students have access to the virtual component for FREE using the code STU23VIRT! \n 
URL:https://coe.northeastern.edu/event/ai-business-leaders-conference/
LOCATION:East Village\, 17th floor\, 360 Huntington Ave\, East Village 17th floor\, Boston\, MA\, 02115\, United States
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