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vahidbalazadeh.bsky.social

@vahidbalazadeh.bsky.social
10 followers 19 following 12 posts
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Valentyn Melnychuk 🇺🇦 @valik-melnychuk.bsky.social · 06/07/2026
[1/4] 🇰🇷 Excited to present our new paper “Frequentist Consistency of Prior-Data Fitted Networks for Causal Inference” at ICML 2026 in Seoul. The paper asks a simple question: when PFNs are used for causal inference, do their uncertainty estimates actually agree with classical frequentist inference?
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vahidbalazadeh.bsky.social @vahidbalazadeh.bsky.social · 11/06/2025
🚨 Introducing CausalPFN, a foundation model trained on simulated data for in-context causal effect estimation, based on prior-fitted networks (PFNs). Joint work with Hamid Kamkari, Layer6AI & @rahulgk.bsky.social 🧵[1/7] 📝 arxiv.org/abs/2506.07918 🔗 github.com/vdblm/Causal... 🗣️Oral@ICML SIM workshop
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vahidbalazadeh.bsky.social @vahidbalazadeh.bsky.social · 12/12/2024
How can we use offline expert data with unobserved confounding to guide exploration in RL? Our approach is to learn prior distributions from expert data and follow posterior sampling Come to our poster #NeurIPS2024 today to learn more! 🗓️ Thu 12 Dec 4:30 - 7 pm PST 📍 West Ballroom A-D #6708 (1/5)
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