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Talk
Wed Aug 9th 01:30 -- 01:48 PM @ C4.1
Uncertainty Assessment and False Discovery Rate Control in High-Dimensional Granger Causal Inference
Aditya Chaudhry · Pan Xu · Quanquan Gu
Talk
Wed Aug 9th 01:48 -- 02:06 PM @ C4.1
Uncovering Causality from Multivariate Hawkes Integrated Cumulants
Massil Achab · Emmanuel Bacry · Stéphane Gaïffas · Iacopo Mastromatteo · Jean-François Muzy
Talk
Wed Aug 9th 02:06 -- 02:24 PM @ C4.1
Cost-Optimal Learning of Causal Graphs
Murat Kocaoglu · Alexandros Dimakis · Sriram Vishwanath
Talk
Wed Aug 9th 02:24 -- 02:42 PM @ C4.1
Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables
Bryant Chen · Daniel Kumor · Elias Bareinboim
Talk
Wed Aug 9th 02:42 -- 03:00 PM @ C4.1
Estimating individual treatment effect: generalization bounds and algorithms
Uri Shalit · Fredrik D Johansson · David Sontag