Athanasios Vlontzos, PhD
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vlontzos.bsky.social
Athanasios Vlontzos, PhD
@vlontzos.bsky.social
Causal ML Research @ Spotify - Causality in ML and Medical Imaging @ Imperial College London
Formerly:
Leading AI @ Zeit Medical
Reposted by Athanasios Vlontzos, PhD
🤯 One book 10 pages. 100 TRILLION poems. And how it helps us understand LLMs a 🧵 🤯
Cent mille milliards de poèmes, is a real book by Raymond Queneau! It lets you create 100,000,000,000,000 different sonnets just by mixing and matching lines! 🤯 #LLM #AI #Poetry #Books #MindBlown
🧵 1/7
February 6, 2025 at 2:16 PM
Excited to attend #NeurIPS2024 in Vancouver next week!

If you’re interested in chatting about Spotify’s work, causal ML, or the future of AI, let’s connect. Use this link to schedule a meeting: calendly.com/athanasiosvl....

Looking forward to great discussions and insights!
December 6, 2024 at 2:31 PM
Reposted by Athanasios Vlontzos, PhD
📢 5 days to @neuripsconf.bsky.social 2024! We're presenting our poster "Benchmarking Counterfactual Image Generation"!

🗓️ When: Wed, Dec 11, 11 a.m.–2 p.m. PST
📍 Where: West Ballroom A-D (#5008), Vancouver

Interested in counterfactual image generation or evaluation frameworks? Come chat! 🚀
December 6, 2024 at 2:04 PM
🚀 Just dropped our latest research from @spotify Advanced Causal Inference Lab: “Contrastive Representations of High-Dimensional, Structured Treatments” 📜

arxiv.org/abs/2411.19245
Contrastive representations of high-dimensional, structured treatments
Estimating causal effects is vital for decision making. In standard causal effect estimation, treatments are usually binary- or continuous-valued. However, in many important real-world settings, treat...
arxiv.org
December 2, 2024 at 1:45 PM
Proud of our students for leading this effort! See you all in a couple weeks @neuripsconf.bsky.social !
🎉Thrilled to share our paper "Benchmarking Counterfactual Image Generation" is accepted to @neuripsconf.bsky.social 2024!🌟

A big shoutout to Nikos Spyrou, Nefeli Gkouti and our amazing team: Pedro Sanchez, @vlontzos.bsky.social, Yannis Panagakis, Giorgos Papanastasiou & Sotos Tsaftaris! 🙌
November 26, 2024 at 6:12 PM
Thrilled to announce my contribution to a soon-to-be-released book on Trustworthy AI for Medical Imaging! 🚀I co-authored a chapter on causal reasoning with AI, exploring how it can enhance reliability & fairness in real-world clinical applications.
Stay tuned! 🧠📚#AI #Causality
November 25, 2024 at 1:50 PM