Imitating Deep Learning Dynamics via Locally Elastic Stochastic Differential Equations.
Jiayao ZhangHua WangWeijie J. SuPublished in: NeurIPS (2021)
Keyphrases
- deep learning
- stochastic differential equations
- maximum a posteriori estimation
- brownian motion
- unsupervised learning
- additive gaussian noise
- fractional brownian motion
- machine learning
- mental models
- dynamical systems
- weakly supervised
- training data
- dynamic programming
- diffusion process
- stochastic process
- vector valued