Mateusz Olko
@mateuszolko.bsky.social
PhD Student @ Warsaw University AI/ML, Causal Machine Learning
Reposted by Mateusz Olko
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/abs/2412.01953
#CausalSky
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...
arxiv.org
December 5, 2024 at 3:26 PM
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/abs/2412.01953
#CausalSky
Reposted by Mateusz Olko
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
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
November 26, 2024 at 12:27 PM
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
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
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
go.bsky.app/TSkgFjK
November 21, 2024 at 8:13 AM
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
go.bsky.app/TSkgFjK
Here is an interesting starter pack with ELLIS researchers
go.bsky.app/Cihupkk
go.bsky.app/Cihupkk
November 20, 2024 at 11:55 AM
Here is an interesting starter pack with ELLIS researchers
go.bsky.app/Cihupkk
go.bsky.app/Cihupkk