Karvanen, Juha

6 publications

TMLR 2025 Monotone Missing Data: A Blessing and a Curse Santtu Tikka, Juha Karvanen

JAIR 2024 Simulating Counterfactuals Juha Karvanen, Santtu Tikka, Matti Vihola

JMLR 2023 Clustering and Structural Robustness in Causal Diagrams Santtu Tikka, Jouni Helske, Juha Karvanen

JMLR 2023 Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency Tetiana Gorbach, Xavier de Luna, Juha Karvanen, Ingeborg Waernbaum

NeurIPS 2019 Identifying Causal Effects via Context-Specific Independence Relations Santtu Tikka, Antti Hyttinen, Juha Karvanen

JMLR 2017 Simplifying Probabilistic Expressions in Causal Inference Santtu Tikka, Juha Karvanen