Fast Algorithm for Generalized Multinomial Models with Ranking Data.
Jiaqi GuGuosheng YinPublished in: ICML (2019)
Keyphrases
- probabilistic model
- data sets
- easily interpretable
- learning algorithm
- input data
- expectation maximization
- experimental data
- database
- data reduction
- synthetic datasets
- noisy data
- learned models
- k means
- np hard
- dynamic programming
- bayesian framework
- computational complexity
- data analysis
- preprocessing
- optimal solution
- historical data
- incomplete data
- statistical methods
- large scale data sets
- em algorithm
- training data
- data sources
- accurate models
- discrete data
- web search
- missing values
- simulated annealing
- markov random field
- data mining
- prior knowledge
- data streams
- objective function
- bayesian networks
- similarity measure
- decision trees
- machine learning