A General Method for Robust Learning from Batches.
Ayush JainAlon OrlitskyPublished in: NeurIPS (2020)
Keyphrases
- computationally efficient
- high accuracy
- learning algorithm
- learning scheme
- prior knowledge
- supervised learning
- highly accurate
- detection method
- clustering method
- unsupervised learning
- data sets
- experimental evaluation
- dynamic programming
- preprocessing
- computational cost
- computational complexity
- synthetic data
- pairwise
- learning process
- online learning
- probabilistic model
- em algorithm
- significant improvement
- edge detection
- special case
- cost function
- classification method
- highly efficient
- training process
- objective function
- learned models