algorithm development
The systematic creation and refinement of algorithms intended to solve specific problems, involving stages from problem definition to evaluation and iteration.
- A Latent Multilayer Graphical Model For Complex, Interdependent Systems
- Combining Cost Constrained Runtime Monitors for AI Safety
- Conformal Prediction for Causal Effects of Continuous Treatments
- Hankel Singular Value Regularization for Highly Compressible State Space Models
- Homogeneous Algorithms Can Reduce Competition in Personalized Pricing
- Self-Calibrating BCIs: Ranking and Recovery of Mental Targets Without Labels