DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision.
Alex TamkinGaurab BanerjeeMohamed OwdaVincent LiuShashank RammoorthyNoah D. GoodmanPublished in: NeurIPS (2022)
Keyphrases
- benchmark datasets
- significant improvement
- computational cost
- orders of magnitude
- computational complexity
- uci machine learning repository
- learning algorithm
- machine learning algorithms
- image processing
- theoretical analysis
- computationally expensive
- optimization problems
- active learning
- worst case
- data mining algorithms
- multi class
- times faster
- synthetic datasets
- decision tree algorithms
- database
- evolutionary algorithm
- optimal solution
- database systems
- feature selection
- genetic algorithm
- data sets