Athanasios Vlontzos, PhD
@vlontzos.bsky.social
Causal ML Research @ Spotify - Causality in ML and Medical Imaging @ Imperial College London
Formerly:
Leading AI @ Zeit Medical
Formerly:
Leading AI @ Zeit Medical
Reach out if you are attending @neuripsconf.bsky.social next week to discuss the amazing work we do at @SpotifyResearch
December 2, 2024 at 1:47 PM
Reach out if you are attending @neuripsconf.bsky.social next week to discuss the amazing work we do at @SpotifyResearch
We tackle a key challenge: estimating causal effects for complex treatments (text, images, etc.).
✅ Novel contrastive learning approach
✅ Unbiased causal estimates
✅ Outperforms on synthetic & real-world data
Implications for recsys, drug discovery & more!
#CausalInference #AI #MachineLearning
✅ Novel contrastive learning approach
✅ Unbiased causal estimates
✅ Outperforms on synthetic & real-world data
Implications for recsys, drug discovery & more!
#CausalInference #AI #MachineLearning
December 2, 2024 at 1:45 PM
We tackle a key challenge: estimating causal effects for complex treatments (text, images, etc.).
✅ Novel contrastive learning approach
✅ Unbiased causal estimates
✅ Outperforms on synthetic & real-world data
Implications for recsys, drug discovery & more!
#CausalInference #AI #MachineLearning
✅ Novel contrastive learning approach
✅ Unbiased causal estimates
✅ Outperforms on synthetic & real-world data
Implications for recsys, drug discovery & more!
#CausalInference #AI #MachineLearning
Thank you to my co-authors @bernhardkainz.bsky.social and C. Müller
November 25, 2024 at 1:50 PM
Thank you to my co-authors @bernhardkainz.bsky.social and C. Müller