Atalanti A. Mastakouri

5 papers · 2024–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer

Conferences

AAAI (1) AISTATS (1) CLEAR (1) ICLR (1) JMLR (1)

Top co-authors

Patrick Blöbaum (3) Dominik Janzing (3) Elke Kirschbaum (2) Aaditya Ramdas (1) Leena C. Vankadara (1) Putra Manggala (1) Kailash Budhathoki (1) Peter Götz (1) Michael Oesterle (1) Philipp M. Faller (1)

Keywords

causal graph (3) causal discovery (2) causal inference (2) stability analysis (1) causal structure (1) graphical model (1) model selection (1) finite sample (1) permutation test (1) causal attribution (1) graph falsification (1) baseline comparison (1) graphical causal model (1)

Papers

Toward Falsifying Causal Graphs Using a Permutation-Based Test AAAI 2025

Beyond Single-Feature Importance with ICECREAM CLEAR 2025

QA-Calibration of Language Model Confidence Scores ICLR 2025

Self-Compatibility: Evaluating Causal Discovery without Ground Truth AISTATS 2024

DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models JMLR 2024