Keynote at Climate Informatics on 19 April 2023 in Cambridge. Abstract: Generative models are probabilistic models of data that allow easy sampling and exploration of a data distribution using a learned model. In fields, like environment and climate, where access … Continue reading Generative Models for Climate Informatics
A Talk for the 2021 ICML Workshop on Tackling Climate Change with AI. I am extremely grateful to the organisers for the invitation. This is the text of the talk and also has links to the video. Hello everyone and … Continue reading Harnessing Machine Learning to Achieve Net Zero
An Invited Talk for NACCL-HLT 2021, 8 June 2021. I am extremely grateful to the organisers for the invitation, and a special thanks to Prof. Luke Zettlemoyer who hosted the Q&A session that was so much fun. This is the … Continue reading Generating Reality: Technical and Social Explorations in Generative Machine Learning Research