Beyond rankings: Learning (more) from algorithm validation.
Tobias RoßPierangela BrunoAnnika ReinkeManuel WiesenfarthLisa KoeppelPeter M. FullBünyamin PekdemirPatrick GodauDarya TrofimovaFabian IsenseeTim J. AdlerThuy Nuong TranSara MocciaFrancesco CalimeriBeat P. Müller-StichAnnette Kopp-SchneiderLena Maier-HeinPublished in: Medical Image Anal. (2023)
Keyphrases
- learning algorithm
- theoretical analysis
- computational cost
- experimental evaluation
- computationally efficient
- preprocessing
- learning process
- improved algorithm
- probabilistic model
- detection algorithm
- particle swarm optimization
- online learning
- incremental learning
- search space
- optimal solution
- recognition algorithm
- learning scheme
- classification algorithm
- learning rules
- learning systems
- expectation maximization
- optimization algorithm
- data sets
- matching algorithm
- np hard
- cost function
- multi objective
- significant improvement
- training data
- learning phase
- learned models
- statistical queries
- noise tolerant