Chen, Bryant

8 publications

AISTATS 2021 Exploiting Equality Constraints in Causal Inference Chi Zhang, Carlos Cinelli, Bryant Chen, Judea Pearl

AAAI 2020 A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models Chi Zhang, Bryant Chen, Judea Pearl

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

NeurIPS 2016 Identification and Overidentification of Linear Structural Equation Models Bryant Chen

IJCAI 2016 Incorporating Knowledge into Structural Equation Models Using Auxiliary Variables Bryant Chen, Judea Pearl, Elias Bareinboim

AAAI 2014 Testable Implications of Linear Structural Equation Models Bryant Chen, Jin Tian, Judea Pearl