Beyond Log-Concavity: Theory and Algorithm for Sum-Log-Concave Optimization.
Mastane AchabPublished in: CoRR (2023)
Keyphrases
- optimization algorithm
- preprocessing
- k means
- computational cost
- experimental evaluation
- cost function
- np hard
- neural network
- worst case
- improved algorithm
- matching algorithm
- convex hull
- dynamic programming
- objective function
- optimization process
- significant improvement
- search space
- selection algorithm
- constrained optimization
- combinatorial optimization
- times faster
- detection algorithm
- convergence rate
- stochastic gradient
- log log
- simulated annealing
- computationally efficient
- expectation maximization
- linear programming
- optimization problems
- support vector machine
- probabilistic model
- reinforcement learning
- bayesian networks
- learning algorithm
- genetic algorithm