Panagiotis Misiakos

4 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)

Conferences

CLEAR (1) ICLR (1) NIPS (1) UAI (1)

Top co-authors

Markus Püschel (3) Chris Wendler (2) Pascal Notin (1) Georgios Smyrnis (1) Justin Hong (1) Kaiwen Deng (1) Yusuf H Roohani (1) George Retsinas (1) Artemy Bakulin (1) Yuanfang Guan (1)

Keywords

structural equation model (1) directed acyclic graph (1) dag learning (1) root cause (1)

Papers

The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data CLEAR 2025

SpinSVAR: Estimating Structural Vector Autoregression Assuming Sparse Input UAI 2025

Learning DAGs from Data with Few Root Causes NIPS 2023

Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes ICLR 2022