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Latest Past Events

Revisiting Scalarization in Multi-Task Learning | Prof. Han Zhao

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

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 […]

Deep Learning: a Non-parametric Statistical Viewpoint

Atkinson Hall, Fourth Floor

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 […]