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We have 2 papers ICML Conference today 🎉 👉Fair Off-Policy Learning from Observational Data 📆Wed 1130-1300 w/ Dennis Frauen Valentyn Melnychuk 🇺🇦 👉Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments 📆Wed 1330-1500 w/ Jonas Dennis Frauen Mihaela van der Schaar

Hey! 🪖 As you might have heard, my cousin is serving in the AFU 🇺🇦, close to the frontline in the Kharkiv region. His brigade is fundraising for an exploratory and corrective drone (DJI Mavic). 👉 If you want to help, here is link to a donation jar: send.monobank.ua/jar/41N8Vr1oV

For the sake of better understanding the inner workings of the "mysterious Russian soul", I've compiled a long list of polls which, put together, make for a rather compelling image, one that I hope will dismiss the idea of the "silent majority of the good Russian people". 🧵

Russia bombs Kharkiv, killing dozens—no breaking news. Some shit happens to Russians who were just enjoying themselves—the The New York Times is on alert with breaking news.

This morning, Russia committed a heinous and brutal crime, striking the city of #Poltava and killing dozens of people. A hospital and an educational institution were the targets. By using ballistic missiles, Russian invaders left Ukrainians with almost no chance to escape.

Remember this meme Elon Musk posted? Apparently it was created by someone named Sofiya, who worked for a Russian government agency sanctioned by the US and aimed at spreading propaganda in the West. Схеми got access to a massive data leak and uncovered some interesting details.

News from Ukraine you won't find in the international media: >civilians hunted with drones in Kherson daily >glide bombs dropped on Kharkhiv, Sumy & Zaporizhzhia >russia shelling Ukraine 5000 times in one day >nightly drone attacks >Ukrainians under occupation disappearing

The end of NATO and Europe: that's how it could be. “If the United States, Germany, France and the United Kingdom allow Ukraine to lose to the russians, Estonia must be ready for war,” said Ben Hodges, former commander of US ground forces in Europe In this case, russia will

New NeurIPS Conference: 𝐐𝐮𝐚𝐧𝐭𝐢𝐟𝐲𝐢𝐧𝐠 𝐀𝐥𝐞𝐚𝐭𝐨𝐫𝐢𝐜 𝐔𝐧𝐜𝐞𝐫𝐭𝐚𝐢𝐧𝐭𝐲 𝐨𝐟 𝐭𝐡𝐞 𝐓𝐫𝐞𝐚𝐭𝐦𝐞𝐧𝐭 𝐄𝐟𝐟𝐞𝐜𝐭: 𝐀 𝐍𝐨𝐯𝐞𝐥 𝐎𝐫𝐭𝐡𝐨𝐠𝐨𝐧𝐚𝐥 𝐋𝐞𝐚𝐫𝐧𝐞𝐫 arxiv.org/abs/2411.03387 w/ Valentyn Melnychuk 🇺🇦 Mihaela van der Schaar

✈️Attending #NeurIPS2024. If you fancy grabbing a coffee and chatting about causal machine learning, drop me a message

"Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner" is a collaborative work with LMU Munich - exploring how understanding treatment effects in medicine requires more than averages; it demands quantifying the randomness in treatment effects. 2/3

All I want for Christmas is for people in the West to understand that they will eventually run out of countries to appease genocidal, warmongering dictators with.

This, at least until 5 pm EST tonight, when another blockbuster news story hits, is THE article to read today. theatlantic.com/international/…