Bryant Chen
7 papers · 2016–2021 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🏃 Academic Marathon (5)
🐝
Cross-Pollinator
(13)
🏆
Keyword Champion
(4)
Conferences
ICML (2)
NIPS (2)
AAAI (1)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
causal inference
(5)
causal identification
(4)
linear model
(4)
instrumental variable
(3)
structural equation model
(2)
structural causal model
(2)
sensitivity analysis
(2)
graphical model
(2)
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)
causal structure
(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
NIPS 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
NIPS 2016
Incorporating Knowledge into Structural Equation Models Using Auxiliary Variables
IJCAI 2016