Low-Budget Active Learning via Wasserstein Distance: An Integer Programming Approach.
Rafid MahmoodSanja FidlerMarc T. LawPublished in: ICLR (2022)
Keyphrases
- integer programming
- active learning
- np hard
- linear programming
- inversely proportional
- network flow
- cutting plane
- lagrangian relaxation
- constraint programming
- column generation
- production planning
- ai planning
- facility location
- pointwise
- inference problems
- set covering problem
- cutting plane algorithm
- machine learning
- set covering
- integer program
- valid inequalities
- dantzig wolfe decomposition
- transportation problem
- semi supervised
- learning algorithm
- vehicle routing problem with time windows
- linear program
- shortest path
- evolutionary algorithm
- training set
- crew scheduling