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Plenary

Plenary: Machine Learning in the wild

Barbara Hammer

Date & Time

Fri, July 24, 2020

11:30 am – 12:30 pm

Location

On-Demand

Abstract

Neural networks have revolutionised domains such as computer vision or language processing, and learning technology is included in everyday’s consumer products. Yet, practical problems often render learning surprisingly difficult, since some of the fundamental assumptions of the success of deep learning are violated. As an example, only few data might be available for tasks such as model personalization, hence few shot learning is required. Learning might take place in non-stationary environments such that models face the stability-plasticity dilemma. In such cases,


Presenter

Barbara Hammer

Bielefeld University
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Presentation Chair


Date & Time

Fri, July 24, 2020

11:30 am – 12:30 pm

Location

On-Demand