An Algorithm for Computing the Stratonovich's Value of Information.
Akira KamatsukaTakahiro YoshidaKoki KazamaToshiyasu MatsushimaPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- preprocessing
- times faster
- objective function
- theoretical analysis
- worst case
- dynamic programming
- experimental evaluation
- gradient information
- final result
- keywords
- optimal solution
- optimization algorithm
- computational cost
- expectation maximization
- high accuracy
- tree structure
- classification algorithm
- information sharing
- path planning
- selection algorithm
- simulated annealing
- probabilistic model
- domain knowledge
- computational complexity
- input data
- information sources
- computationally efficient
- cost function
- matching algorithm
- k means
- recommender systems
- prior information
- similarity measure
- decision trees
- social networks