Procrastinating with Confidence: Near-Optimal, Anytime, Adaptive Algorithm Configuration.
Robert KleinbergKevin Leyton-BrownBrendan LucierDevon R. GrahamPublished in: NeurIPS (2019)
Keyphrases
- experimental evaluation
- dynamic programming
- improved algorithm
- learning algorithm
- detection algorithm
- preprocessing
- theoretical analysis
- k means
- expectation maximization
- high accuracy
- computational cost
- neural network
- single pass
- matching algorithm
- significant improvement
- computational complexity
- probabilistic model
- np hard
- genetic algorithm
- particle swarm optimization
- recognition algorithm
- times faster
- metaheuristic
- classification algorithm
- configuration space
- confidence measure
- data sets
- objective function
- optimization algorithm
- search space
- computationally efficient
- linear programming
- simulated annealing
- cost function
- worst case