Unsupervised Discovery of Inertial-Fusion Plasma Physics using Differentiable Kinetic Simulations and a Maximum Entropy Loss Function.
Archis JoglekarAlexander G. R. ThomasPublished in: CoRR (2022)
Keyphrases
- loss function
- maximum entropy
- pairwise
- maximum entropy principle
- support vector
- learning to rank
- logistic regression
- transformation based learning
- random fields
- minimum cross entropy
- bregman divergences
- conditional random fields
- reproducing kernel hilbert space
- class conditional
- iterative scaling
- higher order
- potential functions
- boosting algorithms
- pairwise constraints
- evaluation metrics