Technical perspective: Algorithm selection as a learning problem.
Avrim BlumPublished in: Commun. ACM (2020)
Keyphrases
- learning algorithm
- detection algorithm
- cost function
- times faster
- theoretical analysis
- optimization algorithm
- matching algorithm
- improved algorithm
- learning scheme
- k means
- incremental learning
- selection algorithm
- dynamic programming
- experimental evaluation
- supervised learning
- learning phase
- classification algorithm
- learning speed
- neural network
- linear programming
- simulated annealing
- worst case
- probabilistic model
- objective function
- expectation maximization
- input data
- learning systems
- high accuracy
- learning tasks
- significant improvement
- search space
- computational complexity
- optimal solution
- data sets
- noise tolerant