PhD in causal machine learning @amlab.bsky.social‬https://bsky.app/profile/matyasch.bsky.socialhttps://bsky.app/profile/matyasch.bsky.social/post/3m3unxk6m6s2zEstimating causal effects efficiently doesn’t have to mean discovering the entire causal graph! Now you can find the optimal adjustment from only local information using LOAD! 📜 Preprint: arxiv.org/abs/2510.14582 👾 Code: github.com/Matyasch/load 🧵 1/823 Oct 2025 15:21 +0000at://did:plc:fr7ovaqa6p6ea5h4a3oi2otf/app.bsky.feed.post/3m3unxk6m6s2zhttps://bsky.app/profile/matyasch.bsky.social/post/3lp2bhrwqck22A little over a week ago, I had the chance to attend #AISTATS and present our poster on SNAP (matyasch.github.io/snap)! Three days of brilliant invited talks and a stream of fascinating papers left me with a much longer reading list about ideas to explore.13 May 2025 10:25 +0000at://did:plc:fr7ovaqa6p6ea5h4a3oi2otf/app.bsky.feed.post/3lp2bhrwqck22https://bsky.app/profile/matyasch.bsky.social/post/3lo6qvv2ark2fJust arrived in Phuket for #AISTATS2025. Can't wait to present our poster (in tube) about SNAP 🫰 on day 2, Sunday! Come check it out and let's chat about scalable causal discovery! [contains quote post or other embedded content]02 May 2025 11:47 +0000at://did:plc:fr7ovaqa6p6ea5h4a3oi2otf/app.bsky.feed.post/3lo6qvv2ark2fhttps://bsky.app/profile/matyasch.bsky.social/post/3ljkmz3cdl22aA few weeks ago, I presented SNAP at the wonderful #Bellairs Workshop on Causality in Barbados🐢 This Friday 🫰meets 🤌 as I will get to present SNAP again at the kick-off of the newest season of @causalclub.di.unipi.it! Check out this, and their other amazing upcoming talks at causalclub.di.unipi.it [contains quote post or other embedded content]04 Mar 2025 14:03 +0000at://did:plc:fr7ovaqa6p6ea5h4a3oi2otf/app.bsky.feed.post/3ljkmz3cdl22ahttps://bsky.app/profile/matyasch.bsky.social/post/3li2tw5jyq22wDo you want to estimate causal effects for a small set of target variables without knowing the causal graph, but discovering it takes too long? Now you can get adjustment sets in a SNAP🫰accepted at #aistats2025! 📜 arxiv.org/abs/2502.07857 🧩 matyasch.github.io/snap/ 🧵 1/1013 Feb 2025 13:59 +0000at://did:plc:fr7ovaqa6p6ea5h4a3oi2otf/app.bsky.feed.post/3li2tw5jyq22w