Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design.
Michelle S. LamZixian MaAnne LiIzequiel FreitasDakuo WangJames A. LandayMichael S. BernsteinPublished in: CHI (2023)
Keyphrases
- probabilistic model
- machine learning
- early stage
- computational model
- formal model
- management system
- information extraction
- metamodel
- parameter estimation
- knowledge representation
- cost function
- objective function
- hidden markov models
- knowledge acquisition
- markov chain
- em algorithm
- prior knowledge
- statistical model
- conceptual model
- computer vision
- learning algorithm