Human in-the-Loop Estimation of Cluster Count in Datasets via Similarity-Driven Nested Importance Sampling.
Gustavo PérezDaniel SheldonGrant Van HornSubhransu MajiPublished in: CoRR (2023)
Keyphrases
- importance sampling
- monte carlo
- markov chain
- kalman filter
- particle filter
- approximate inference
- particle filtering
- clustering algorithm
- similarity measure
- visual tracking
- posterior distribution
- markov chain monte carlo
- graphical models
- dimensionality reduction
- belief propagation
- probabilistic inference
- state space
- gaussian process
- data association
- genetic algorithm