An Optimal Private Stochastic-MAB Algorithm based on Optimal Private Stopping Rule.
Touqir SajedOr SheffetPublished in: ICML (2019)
Keyphrases
- dynamic programming
- optimal solution
- locally optimal
- worst case
- closed form
- globally optimal
- optimal path
- high accuracy
- optimality criterion
- computational complexity
- optimal parameters
- exhaustive search
- times faster
- cost function
- np hard
- detection algorithm
- search space
- preprocessing
- objective function
- multi armed bandit
- competitive ratio
- greedy heuristic
- learning algorithm
- weighting coefficients
- expectation maximization
- simulated annealing
- computational cost
- piecewise linear
- path planning
- monte carlo
- optimization algorithm
- computationally efficient
- least squares
- minimum length
- k means