Optimization for Criminal Justice [Alt title Operations Research/Machine Learning for CJ]

Integer Linear Programming
  - Police Allocation
  - Fairness constraints

Simulation
  - flow of prisoners/beds needed
  - ?????????????????

Predictive Modeling/Machine Learning
  - Decision Trees
  - Random Forests
  - Probability predictions

Other ML
  - Boosting
  - Hyperparameter search
  - Train/Test/CV

Deep Learning/ Back Propogation
  - traditional optimization vs back prop
  - Soft constraints (Lasso/Fairness/Simple)
  - Latent layers

Cost-Benefit Analysis
  - setting the threshold on a predictive model [Detain versus Release on Recog]
  - ROI on investigations [survival analysis]

Others?
  - Control charting / monitoring processes
  - Survival analysis