Convex behavioral model (in)validation via Jensen-Bregman divergence minimization.
Octavia I. CampsMario SznaierXikang ZhangPublished in: ACC (2016)
Keyphrases
- bregman divergences
- behavioral model
- cost sensitive
- information theoretic
- maximum entropy
- mahalanobis distance
- loss function
- exponential family
- learning theory
- kl divergence
- nearest neighbor
- special case
- theoretical guarantees
- nonnegative matrix factorization
- cognitive model
- behavior analysis
- data dependent
- objective function
- euclidean distance
- kullback leibler divergence
- mutual information
- multi class
- boosting algorithms
- statistical models