Relaxed Conformal Prediction Cascades for Efficient Inference Over Many Labels.
Adam FischTal SchusterTommi S. JaakkolaRegina BarzilayPublished in: CoRR (2020)
Keyphrases
- efficient inference
- conformal prediction
- probabilistic inference
- confidence levels
- conditional random fields
- ridge regression
- fully connected
- human pose estimation
- exact inference
- k nearest neighbour
- pairwise
- hidden variables
- approximate inference
- markov random field
- multi label
- graph structure
- graphical models
- class labels
- training data
- structured prediction
- markov networks
- random forests
- belief propagation
- training examples
- knn
- machine learning