Current Projects
Machine Learning Algorithms
- Active calibration
- Deep embeddings and few-shot learning
- Lifetime-limited memory networks
- State-denoised recurrent neural nets
Machine Learning Applications
- Predictive scroller
- Image quality evaluation
- Smart digital textbooks to enhance learning
- Bayesian optimization for exploratory experimentation in the behavioral sciences
- Optimization of memory retention via cognitive models
- Enhancing concept learning
- Incentive design for temptation avoidance
- Decontaminating human judgments to remove sequential dependencies
Cognitive Modeling
Past Projects
Machine Learning Applications
- The adaptive house
- Adaptive art
- Understanding the performance of complex computer systems
- Changepoint detection