PAC Guarantees and Effective Algorithms for Detecting Novel Categories.
Si LiuRisheek GarrepalliDan HendrycksAlan FernDebashis MondalThomas G. DietterichPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- learning algorithm
- computationally efficient
- computational cost
- genetic algorithm
- image segmentation
- data structure
- significant improvement
- times faster
- orders of magnitude
- benchmark datasets
- model selection
- graph theory
- combinatorial optimization
- optimization problems
- multi class
- special case
- training data
- social networks