HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters.
Gabriel ApplebyMateus EspadotoRui ChenSamuel GoreeAlexandru C. TeleaErik W. AndersonRemco ChangPublished in: Comput. Graph. Forum (2022)
Keyphrases
- visual exploration
- hyperparameters
- visual data mining
- interactive visual
- visualization tool
- model selection
- cross validation
- closed form
- exploratory analysis
- support vector
- random sampling
- bayesian framework
- intrinsic manifold
- bayesian inference
- em algorithm
- maximum a posteriori
- prior information
- maximum likelihood
- sample size
- incremental learning
- noise level
- interactive visualization
- data visualization
- information visualization
- missing values
- visualization tools
- incomplete data
- markov random field
- open source
- data analysis
- generative model
- distance function
- missing data
- support vector machine
- prior knowledge
- learning process