Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers.
Yujia BaoShiyu ChangRegina BarzilayPublished in: CoRR (2021)
Keyphrases
- times faster
- computational complexity
- learning algorithm
- search space
- high accuracy
- dynamic programming
- computational cost
- matching algorithm
- improved algorithm
- np hard
- significant improvement
- experimental evaluation
- probabilistic model
- worst case
- simulated annealing
- optimization algorithm
- preprocessing
- objective function
- cost function
- nearest neighbour
- linear programming
- expectation maximization
- learning rules
- k means
- recognition algorithm
- nearest neighbor algorithm
- classification algorithm
- segmentation algorithm
- active learning
- decision trees