Mateusz Olko

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...

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

05.12.2024 15:26 — 👍 5    🔁 2    💬 1    📌 0

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

26.11.2024 12:27 — 👍 9    🔁 4    💬 1    📌 0

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

21.11.2024 08:13 — 👍 17    🔁 9    💬 5    📌 1

Here is an interesting starter pack with ELLIS researchers
go.bsky.app/Cihupkk

20.11.2024 11:55 — 👍 6    🔁 0    💬 0    📌 0