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Latest Past Events

HDSI Seminar – Ofir Lindenbaum – Efficient Training, Fast Inference: Reducing Memory Requirements and Inference Time of Foundation Models

Halıcıoğlu Data Science Institute (HDSI), Room 123, 3234 Matthews Ln, La Jolla, CA, 92093, United States

Speaker: Ofir Lindenbaum Time/Date; Tuesday Sept 8th, 11:00am Location: HDSI Multipurpose Room 123 Zoom Link: http://bit.ly/HDSI-Seminars Title: Efficient Training, Fast Inference: Reducing Memory Requirements and Inference Time of Foundation Models. Abstract: Foundation models present a paradigm shift in machine learning, where it often appears that “scale is all you need” to achieve strong performance across tasks. However, […]

Pietro Perona Distinguished Lecture

Talk Information Speaker: Pietro Perona Date & Time: Monday March 30th, 2pm Location: HDSI Multipurpose Room 123 TITLE Responsible AI - A case for causal reasoning ABSTRACT "As Artificial Intelligence  (AI) finds increasing applications in industry and society, responsible deployment demands that we measure and correct algorithmic biases vis-a-vis protected attributes such as sex, age and ethnicity. State […]

HDSI Seminar – Eddy Keming Chen – AI Meets Philosophy of Science: Towards a Foundation of AI

Halıcıoğlu Data Science Institute (HDSI), Room 123, 3234 Matthews Ln, La Jolla, CA, 92093, United States

Speaker:Eddy Keming Chen Date & Time: Wednesday March 4nd, 2:00pm Location: HDSI Multipurpose Room 123 Title:  AI Meets Philosophy of Science: Towards a Foundation of AI Abstract:  Why do simple learning rules yield AI systems that generalize far beyond their training data? I argue that this reflects an abundance of learnable structure in nature, and that […]