Meta-learning with Neural Processes

Abstract

During this 1h reading group-style session, I will review the initial meta-learning approaches (Andrychowicz et al. 2016, Ravi & Larochelle 2017, Finn et al. 2017) and a more recent one based on Neural Processes, published at ICML 2020 (MetaFun, Xu et al.).

Date
Dec 4, 2020 1:00 PM — 2:00 PM
Location
Microsoft Teams
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Dr Cătălina Cangea
Senior Research Scientist

Senior Research Scientist at Google DeepMind, with a PhD in ML from the University of Cambridge, and inhaler of music :) Focus on generative music models, finding signals in data and human evaluation. Motivated by contributing ML-based knowledge and improvements to real-world systems!