Kumor, Daniel

6 publications

NeurIPS 2021 Sequential Causal Imitation Learning with Unobserved Confounders Daniel Kumor, Junzhe Zhang, Elias Bareinboim

NeurIPS 2020 Causal Imitation Learning with Unobserved Confounders Junzhe Zhang, Daniel Kumor, Elias Bareinboim

ICML 2020 Efficient Identification in Linear Structural Causal Models with Auxiliary Cutsets Daniel Kumor, Carlos Cinelli, Elias Bareinboim

NeurIPS 2019 Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets Daniel Kumor, Bryant Chen, Elias Bareinboim

ICML 2019 Sensitivity Analysis of Linear Structural Causal Models Carlos Cinelli, Daniel Kumor, Bryant Chen, Judea Pearl, Elias Bareinboim

ICML 2017 Identification and Model Testing in Linear Structural Equation Models Using Auxiliary Variables Bryant Chen, Daniel Kumor, Elias Bareinboim