Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer.
Haoyi XiongXuhong LiBoyang YuDongrui WuZhanxing ZhuDejing DouPublished in: Mach. Learn. Sci. Technol. (2024)
Keyphrases
- stochastic models
- stochastic gradient descent
- stochastic processes
- stochastic model
- least squares
- loss function
- matrix factorization
- step size
- random fields
- dynamic bayesian networks
- bayesian networks
- bayesian inference
- marginal distributions
- probabilistic inference
- probability distribution
- image processing
- weight vector
- training data