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Talk
Tue Aug 08 08:30 PM -- 08:48 PM (PDT) @ C4.1
Uncertainty Assessment and False Discovery Rate Control in High-Dimensional Granger Causal Inference
In Causal Inference 1
Aditya Chaudhry · Pan Xu · Quanquan Gu
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 08:48 PM -- 09:06 PM (PDT) @ C4.1
Uncovering Causality from Multivariate Hawkes Integrated Cumulants
In Causal Inference 1
Massil Achab · Emmanuel Bacry · Stéphane Gaïffas · Iacopo Mastromatteo · Jean-François Muzy
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 09:06 PM -- 09:24 PM (PDT) @ C4.1
Cost-Optimal Learning of Causal Graphs
In Causal Inference 1
Murat Kocaoglu · Alexandros Dimakis · Sriram Vishwanath
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 09:24 PM -- 09:42 PM (PDT) @ C4.1
Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables
In Causal Inference 1
Bryant Chen · Daniel Kumor · Elias Bareinboim
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 09:42 PM -- 10:00 PM (PDT) @ C4.1
Estimating individual treatment effect: generalization bounds and algorithms
In Causal Inference 1
Uri Shalit · Fredrik D Johansson · David Sontag
[ PDF]  [ ss Summary/Notes]  [ Video]