Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization.
Alexandre RaméKartik AhujaJianyu ZhangMatthieu CordLéon BottouDavid Lopez-PazPublished in: ICML (2023)
Keyphrases
- probabilistic model
- statistical model
- prior knowledge
- statistical models
- experimental data
- modeling framework
- model construction
- mathematical models
- learned models
- computational model
- analytical model
- computational models
- modeling method
- joint distribution
- hierarchical model
- accurate models
- model fitting
- hybrid model
- probability distribution
- statistical methods
- model validation
- multiple models
- generic model
- markov random field
- em algorithm
- mathematical model
- stochastic model
- monte carlo simulation
- power law
- simulation model
- formal model
- predictive model
- transition probabilities
- metamodel
- classification models
- finite state machines