An Information Bottleneck Characterization of the Understanding-Workload Tradeoff in Human-Centered Explainable AI.
Lindsay SannemanMycal TuckerJulie A. ShahPublished in: FAccT (2024)
Keyphrases
- human centered
- information bottleneck
- human centric
- information theoretic
- ambient intelligence
- artificial intelligence
- multi feature
- information bottleneck method
- statistical relational learning
- computational intelligence
- multimedia databases
- human robot interaction
- expert systems
- intelligent systems
- context aware
- mutual information
- image classification
- human computer interaction
- maximum entropy
- multi class
- knowledge representation
- social networks
- genetic algorithm