Faster Approximation of Probabilistic and Distributional Values via Least Squares.
Weida LiYaoliang YuPublished in: ICLR (2024)
Keyphrases
- least squares
- robust estimation
- bayesian networks
- conditional probabilities
- error bounds
- probabilistic model
- generative model
- parameter estimation
- approximation error
- co occurrence
- policy evaluation
- probability values
- probability mass
- state space
- data driven
- optical flow
- posterior probability
- learning algorithm
- levenberg marquardt
- relative error
- tikhonov regularization