Sequential Learning Algorithms for Contextual Model-Free Influence Maximization.
Alexandra IacobBogdan CautisSilviu ManiuPublished in: KDD (2023)
Keyphrases
- model free
- influence maximization
- learning algorithm
- reinforcement learning
- reinforcement learning algorithms
- greedy algorithm
- social networks
- viral marketing
- diffusion model
- function approximation
- online social networks
- information propagation
- temporal difference
- policy evaluation
- learning problems
- policy iteration
- machine learning algorithms
- state space
- training data
- machine learning
- supervised learning
- active learning
- learning process
- seed set
- objective function
- learning tasks
- social network analysis
- collaborative filtering
- upper bound
- neural network