Learning to Advise Humans By Leveraging Algorithm Discretion.
Nicholas WolczynskiMaytal Saar-TsechanskyTong WangPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- significant improvement
- theoretical analysis
- learning phase
- experimental evaluation
- preprocessing
- dynamic programming
- optimization algorithm
- incremental learning
- search space
- early stage
- detection algorithm
- data sets
- computational cost
- high accuracy
- learning systems
- expectation maximization
- online learning
- times faster
- convergence rate
- improved algorithm
- np hard
- computational complexity
- k means
- matching algorithm
- tree structure
- noise tolerant
- learning scheme
- knowledge acquisition
- linear programming
- simulated annealing
- worst case
- prior knowledge
- learning process
- search algorithm
- objective function
- reinforcement learning
- similarity measure