Murat Kocaoglu
murat-kocaoglu.bsky.social
Asst. Prof. at Purdue ECE. Causal ML Lab. Causal discovery, causal inference, deep generative models, info theory, online learning. Past: MIT-IBM AI Lab, UT Austin, Koc, METU.
👤 Joined on 20 November 2024
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- 20 Kas 2024, 21:14
🎉 Bluesky'e katıldı - İlk kullanıcı adı:
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JHU CS’ Jessica Sorrell (@optimistsinc.bsky.social) will be presenting at the next @hopkinsdsai.bsky.social Sip & Solve! Register now: www.eventbrite.com/e/sip-solve-...
Show Post@murat-kocaoglu.bsky.social, Jincheng Zhou, Mengbo Wang, Anqi He, Yumeng Zhou, Hessam Olya, and @brunofmr.bsky.social develop differentiable-separation scores obtained through a percolation ☕ theory in “Differentiable Constraint-Based Causal Discovery”: (9/17)
Show PostIn “Characterization and Learning of Causal Graphs from Hard Interventions,” @murat-kocaoglu.bsky.social, Zihan Zhou, and Muhammed Qasim Elahi propose a set of graphical 📉 constraints that are fundamentally linked to Pearl's do-calculus 🧮: (7/17)
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We love a good 'association as as fluid' metaphor, but this guy takes it to the next level. 12/10 for the reminder that conditioning on a collider doesn't just mess with your identification; it can also flood your basement.
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Had a great discussion at the Paris Peace Forum yesterday with @jacindaardern.bsky.social, Vilas Dhar, Robin Geiss, Nicholas Butts and @heroceane.bsky.social. www.youtube.com/watch?app=de...
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