Efficient Least Squares for Estimating Total Effects under Linearity and Causal Sufficiency.

F. Richard Guo Emilija Perkovic

Published in: J. Mach. Learn. Res. (2022)

Keyphrases

least squares
computationally expensive
data sets
sparse linear
real world
artificial intelligence
knowledge base
image sequences
bayesian networks
data structure
lightweight
computationally efficient
parameter estimation
indirect effects