Markov Chain Monte Carlo-Based Machine Unlearning: Unlearning What Needs to be Forgotten.
Quoc Phong NguyenRyutaro OikawaDinil Mon DivakaranMun Choon ChanBryan Kian Hsiang LowPublished in: AsiaCCS (2022)
Keyphrases
- markov chain monte carlo
- posterior distribution
- parameter estimation
- markov chain
- generative model
- markov chain monte carlo sampling
- posterior probability
- bayesian inference
- monte carlo
- pairwise
- particle filter
- latent variables
- simulated annealing
- higher order
- approximate inference
- probabilistic model
- regression model
- motion model
- bayesian framework
- least squares