Improving Transfer Time Prediction of ML Models via Auto-correcting Dynamical Systems Modeling.
Venkat Sai Suman Lamba KaranamByrav RamamurthyPublished in: NetSoft (2024)
Keyphrases
- dynamical systems
- dynamical models
- nonlinear dynamical systems
- dynamical behavior
- probabilistic model
- models built
- differential equations
- linear dynamical systems
- stochastic models
- dynamic systems
- predictive state representations
- state space
- machine learning
- maximum likelihood
- agent environment
- model selection
- past observations
- statistical models
- control theory
- discrete dynamical systems
- qualitative simulation
- autoregressive
- mathematical models
- random fields
- cellular automata
- markov chain