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When Monday July 22nd 2:00pm Where: HDSI MPR 123 Zoom Info: http://bit.ly/HDSI-Seminars Title: "Tackling Acute Respiratory Distress Syndrome (ARDS) : Integrated and Holistic Approaches" Abstract: ARDS is a complex heterogenous disorder which forms a […]
When Wednesday July 24th 10:00am *Updated Where: HDSI 123 * Updated Zoom Info: https://ucsd.zoom.us/j/99334315002 *Updated Title: What Kinds of Functions do Neural Networks Learn? Theory and Practical Applications Abstract: This talk presents a theory characterizing […]
Beyond their use in traditional data analytics problems, AI and Machine Learning techniques are changing the way real-world complex systems (like vehicles, airplanes, and even industrial production lines) are designed, […]
Talk Information: When Monday Oct 21st 1:00pm Where: HDSI MPR 123 Zoom Info: http://bit.ly/HDSI-Seminars Title: Generative Social Choice Abstract: "The mathematical study of voting, social choice theory, has traditionally only been applicable to choices among a few […]
ABSTRACT The advent of deep learning has completely revolutionized how we perceive data to obtain superhuman performance across all fields of modern science. However, despite the remarkable empirical successes of […]
Talk Information: When Wednesday Oct 30th 1:00pm Where: HDSI MPR 123 Zoom Info: http://bit.ly/HDSI-Seminars Title: Modeling and Inference of Complementarity Mechanisms in Networks. Abstract: "In many networks, including networks of protein-protein interactions, […]
Title: Revisiting Scalarization in Multi-Task Learning Abstract: Linear scalarization, i.e., combining all loss functions by a weighted sum, has been the default choice in the literature of multi-task learning (MTL) since its […]
When Wednesday Feb 5th 2:00pm Where: Computer Science & Engineering (CSE) 1st floor, Seminar Room 1242 Title: Fréchet Regression of Random Objects on Vector Covariates and Its applications for Single Cell RNA-seq Data […]
When Friday, February 21st Where: HDSI MPR 123 Title: The Sound of Data Speaker: Victor Minces Abstract: In this talk, Dr. Minces will give an overview of his career and how it led to the […]
Monday, March 17 11:00 AM - 12:00 PM (PST) CSE 1242 Title: Deep Learning Theory in the Age of Generative AI Abstract: Modern deep learning has achieved remarkable results, but the […]