Improved Bilevel Model: Fast and Optimal Algorithm with Theoretical Guarantee.
Junyi LiBin GuHeng HuangPublished in: CoRR (2020)
Keyphrases
- dynamic programming
- probabilistic model
- objective function
- improved algorithm
- mathematical model
- cost function
- optimal solution
- worst case
- computational complexity
- theoretical guarantees
- theoretical analysis
- parameter estimation
- implicit enumeration
- recognition algorithm
- expectation maximization
- em algorithm
- linear programming
- tree structure
- bayesian framework
- globally optimal
- input data
- learning algorithm
- energy function
- k means
- convergence rate
- lower bound
- model free
- closed form
- classification algorithm
- state variables
- simulated annealing
- optimality criterion
- operating point
- similarity measure