On the Competitive Ratio of the Random Sampling Auction.
Uriel FeigeAbraham FlaxmanJason D. HartlineRobert D. KleinbergPublished in: WINE (2005)
Keyphrases
- random sampling
- competitive ratio
- single machine
- lower bound
- average case
- online algorithms
- processing times
- active learning
- optimal strategy
- sample size
- convergence rate
- sampling algorithm
- scheduling problem
- random samples
- online learning
- worst case
- monte carlo
- upper bound
- sliding window
- objective function
- nearest neighbor
- uniform distribution
- dynamic programming
- data structure
- learning algorithm
- machine learning