Athanasios (Thanos) Vlontzos

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Research Scientist @ Spotify, PhD from Imperial College London
Google Scholarhttps://scholar.google.co.uk/citations?user=XTkiyj4AAAAJ&hl=en&oi=ao

Excited that MIT Technology Review is covering our Nature Portfolio Machine Intelligence paper co-authored with @BernhardKainz and Ciarán M. Gilligan Lee

Check out how we employ counterfactual reasoning to empower decision making in a wide range of fields, 👇

https://www.technologyreview.com/2023/04/04/1070885/complex-math-counterfactuals-spotify-predict-finance-healthcare/

#machinelearning #causality #causalinference #econometrics

The complex math of counterfactuals could help Spotify pick your next favorite song

A new kind of machine-learning model is set to improve automated decision making in finance, health care, ad targeting, and more.

MIT Technology Review

Causal machine learning sounds very intriguing but comes with unique challenges especially for medical image analysis. Together with @vlontzos and Daniel Rueckert we explore the state of affairs in the literature about this fascinating topic. More to come...

(No quote boost on Mastadon? let’s see https://sigmoid.social/@vlontzos/109433588748912219).

Athanasios (Thanos) Vlontzos (@[email protected])

🚨in our latest paper with @BernhardKainz and D. Rueckert, published in MELBA https://melba-journal.org/papers/2022:028.html we survey the current state of the art in medical imaging and causality. We definitely can foresee some exciting advances when combining the fields

Sigmoid Social
🚨in our latest paper with @BernhardKainz and D. Rueckert, published in MELBA https://melba-journal.org/papers/2022:028.html we survey the current state of the art in medical imaging and causality. We definitely can foresee some exciting advances when combining the fields
A Review of Causality for Learning Algorithms in Medical Image Analysis

A Vlontzos, D Rueckert, B Kainz

Time for a quick #Introduction

I am a Research Scientist at Spotify's Advanced Causal Inference Lab. I recently got my PhD from Imperial College London working with @BernhardKainz

My main research focus is causal inference in ML, but I also enjoy reading about and working in computer vision, healthcare related ML and space exploration !