Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables. - Bryant Chen; Daniel Kumor; Elias Bareinboim (ICML, 2017)

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

Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets. - Daniel Kumor; Bryant Chen; Elias Bareinboim (NeurIPS, 2019)

Efficient Identification in Linear Structural Causal Models with Auxiliary Cutsets. - Daniel Kumor; Carlos Cinelli; Elias Bareinboim (ICML, 2020)

Causal Imitation Learning With Unobserved Confounders. - Junzhe Zhang 001; Daniel Kumor; Elias Bareinboim (NeurIPS, 2020)

Sequential Causal Imitation Learning with Unobserved Confounders. - Daniel Kumor; Junzhe Zhang 001; Elias Bareinboim (NeurIPS, 2021)