ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool.
Gellért WeiszAndrás GyörgyWei-I LinDevon R. GrahamKevin Leyton-BrownCsaba SzepesváriBrendan LucierPublished in: NeurIPS (2020)
Keyphrases
- preprocessing
- high accuracy
- approximately optimal
- detection algorithm
- computational cost
- improved algorithm
- k means
- cost function
- learning algorithm
- approximation ratio
- times faster
- path planning
- experimental evaluation
- worst case
- dynamic programming
- search space
- computationally efficient
- theoretical analysis
- neural network
- objective function
- greedy algorithms
- computational complexity
- recognition algorithm
- benchmark problems
- knapsack problem
- convergence rate
- significant improvement
- resource allocation
- optimization algorithm
- expectation maximization
- input data