Active learning of intuitive control knobs for synthesizers using gaussian processes.
Cheng-Zhi Anna HuangDavid DuvenaudKenneth C. ArnoldBrenton PartridgeJosiah W. OberholtzerKrzysztof Z. GajosPublished in: IUI (2014)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- gaussian process regression
- covariance function
- hyperparameters
- gaussian process models
- preference learning
- random sampling
- relevance vector machine
- multi task learning
- human pose estimation
- multi task
- multi class
- machine learning
- semi supervised learning
- semi supervised
- probabilistic model
- training set
- learning algorithm