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Mateusz Olko

@mateuszolko.bsky.social
59 followers 40 following 2 posts

PhD Student @ Warsaw University AI/ML, Causal Machine Learning

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Reposted by Mateusz Olko
Mateusz Gajewski @mateuszgajewski.bsky.social · 05/12/2024
How would you evaluate a new causal discovery method? A new paper by Brouillard et al. challenges the common approaches and suggests a rethink. Here’s what they found 🧵👇 arxiv.org/abs/2412.01953 #CausalSky
arxiv.org
The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications
Causal discovery aims to automatically uncover causal relationships from data, a capability with significant potential across many scientific disciplines. However, its real-world applications remain l...
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Reposted by Mateusz Olko
Piotr Miłoś @piotrmilos.bsky.social · 26/11/2024
My first post here :) Excellent news from NeurIPS. Two papers in, including a spotlight. 1. Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe 2. Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control
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Mateusz Olko @mateuszolko.bsky.social · 21/11/2024
I have created a starter pack for the Polish ML community. Let's grow it together! Let me know if you know somebody who should be included. go.bsky.app/TSkgFjK
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Mateusz Olko @mateuszolko.bsky.social · 20/11/2024
Here is an interesting starter pack with ELLIS researchers go.bsky.app/Cihupkk
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