Armin Kekić

5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) ICLR (1) ICML (1) UAI (1)

Top co-authors

Bernhard Schölkopf (5) Julius von Kügelgen (3) Michel Besserve (3) Liang Wendong (2) Luigi Gresele (2) Sergio Hernan Garrido Mejia (1) Cian Eastwood (1) Simon Buchholz (1) Andrei Liviu Nicolicioiu (1) David M. Blei (1)

Keywords

causal graph (2) causal representation learning (2) normalizing flow (1) causal representation (1) latent causal variable (1) causal component analysis (1) interventional perspective (1) independent component analysis (1) nonparametric identifiability (1) latent variable (1)

Papers

Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models ICML 2025

Targeted Reduction of Causal Models UAI 2024

Causal Component Analysis NIPS 2023

Nonparametric Identifiability of Causal Representations from Unknown Interventions NIPS 2023

DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability ICLR 2023