Dynamics of Stochastic Momentum Methods on Large-scale, Quadratic Models.
Courtney PaquetteElliot PaquettePublished in: CoRR (2021)
Keyphrases
- statistical models
- machine learning methods
- computational cost
- statistical methods
- preprocessing
- significant improvement
- qualitative and quantitative
- machine learning
- predictive power
- monte carlo simulation
- parameter estimation
- machine learning algorithms
- large scale data sets
- classification models
- empirical studies
- maximum likelihood
- objective function
- social networks
- information retrieval