Bounds all around: training energy-based models with bidirectional bounds.
Cong GengJia WangZhiyong GaoJes FrellsenSøren HaubergPublished in: NeurIPS (2021)
Keyphrases
- upper bound
- lower bound
- upper and lower bounds
- decision trees
- statistical models
- error bounds
- lower and upper bounds
- complex systems
- machine learning
- mathematical models
- training process
- experimental data
- alternative formulations
- generalization bounds
- structured prediction
- learning machines
- training samples
- model selection
- least squares
- probabilistic model
- optimal solution
- information retrieval