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Giulia Luise

My CV

Google Scholar Profile

About Me

I recently finished my PhD in Machine Learning at UCL , London. I worked under the supervision of Massimiliano Pontil and Carlo Ciliberto. In November 2020, I started a PostDoc at the Department of Computing at Imperial College . This summer I took part in the research sprint with Frontier Development Lab , an applied AI research accelerator that works in partnership with NASA.

Research Interests

My main research interest focuses on the interplay of Machine Learning and Optimal Transport, in particular on using optimal transport distances for learning probability measures in supervised or unsupervised settings. I also work a bit on structured prediction and surrogate frameworks. Recently, I started working on more applied topics -targeting Reinforcement Learning for healthcare.

Education

You can find my full CV here .

Publications

News (conferences/workshops I have attended)