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← Authors

Yaroslav Kivva

6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10)

Conferences

UAI (3) ICML (2) NIPS (1)

Top co-authors

Negar Kiyavash (6) Saber Salehkaleybar (4) Mathias Drton (2) Jalal Etesami (2) Daniele Tramontano (2) Sina Akbari (1) Ehsan Mokhtarian (1)

Keywords

causal inference (1) causal effect estimation (1) causal graph (1) proxy variable (1) latent confounder (1) conditional causal effect (1) cross moment (1) linear structural causal model (1) general identifiability (1) positivity assumption (1)

Papers

Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants ICML 2025 Causal Effect Identification in Heterogeneous Environments from Higher-Order Moments UAI 2025 Causal Effect Identification in LiNGAM Models with Latent Confounders ICML 2024 A Cross-Moment Approach for Causal Effect Estimation NIPS 2023 On Identifiability of Conditional Causal Effects UAI 2023 Revisiting the general identifiability problem UAI 2022