Ads Allocation in Feed via Constrained Optimization.
Jinyun YanZhiyuan XuBirjodh TiwanaShaunak ChatterjeePublished in: KDD (2020)
Keyphrases
- constrained optimization
- constrained optimization problems
- constraint handling
- objective function
- unconstrained optimization
- augmented lagrangian
- penalty function
- interval analysis
- resource allocation
- inequality constraints
- online advertising
- closed form solutions
- genetic algorithm
- neural network
- iterative methods
- genetic programming
- least squares
- cost function