Bounds all around: training energy-based models with bidirectional bounds.
Cong GengJia WangZhiyong GaoJes FrellsenSøren HaubergPublished in: CoRR (2021)
Keyphrases
- upper bound
- lower bound
- lower and upper bounds
- probabilistic model
- statistical models
- upper and lower bounds
- error bounds
- contingency tables
- worst case
- approximation methods
- training algorithm
- neural network
- case study
- search engine
- learning machines
- accurate models
- vc dimension
- training process
- experimental data
- monte carlo
- complex systems
- supervised learning
- prior knowledge
- bayesian networks