Bryant Chen
7 papers · 2016–2021 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
๐
Conference Polyglot ยท Silver
๐
Academic Marathon ยท Sprint
๐
Interdisciplinary Bridge ยท Silver
๐ฃ
Hot Topic Early Bird
๐
Keyword Champion
(4)
Top co-authors
Research topics
Keywords
causal inference
(5)
linear model
(4)
causal identification
(4)
instrumental variable
(3)
graphical model
(3)
structural equation model
(2)
structural causal model
(2)
sensitivity analysis
(2)
half-trek criterion
(1)
equality constraint
(1)
constraint-based method
(1)
linear structural equation model
(1)
model testing
(1)
constraint discovery
(1)
causal assumption
(1)
verma constraint
(1)
semi-markovian model
(1)
causal effect estimation
(1)
causal discovery
(1)
structural learning
(1)
Papers
Exploiting Equality Constraints in Causal Inference
AISTATS 2021
A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models
AAAI 2020
Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets
NeurIPS 2019
Sensitivity Analysis of Linear Structural Causal Models
ICML 2019
Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables
ICML 2017
Identification and Overidentification of Linear Structural Equation Models
NeurIPS 2016
Incorporating Knowledge into Structural Equation Models Using Auxiliary Variables
IJCAI 2016