Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning.
Byung-Kwan LeeJunho KimYong Man RoPublished in: CoRR (2023)
Keyphrases
- parameter estimation
- machine learning
- model selection
- least squares
- maximum likelihood
- markov random field
- random fields
- statistical models
- em algorithm
- approximate inference
- parameter estimation algorithm
- expectation maximization
- parameter values
- posterior distribution
- maximum likelihood estimation
- estimation problems
- logic programs
- probability distribution
- feature selection
- computer vision
- knowledge representation
- random variables
- optical flow
- three dimensional
- causal models
- model fitting
- gibbs sampling