Low Budget Active Learning via Wasserstein Distance: An Integer Programming Approach.
Rafid MahmoodSanja FidlerMarc T. LawPublished in: CoRR (2021)
Keyphrases
- integer programming
- active learning
- np hard
- inversely proportional
- linear programming
- cutting plane
- lagrangian relaxation
- production planning
- constraint programming
- valid inequalities
- network flow
- ai planning
- set covering problem
- machine learning
- crew scheduling
- facility location
- set covering
- integer program
- column generation
- learning algorithm
- inference problems
- semi supervised
- transportation problem
- vehicle routing problem with time windows
- cutting plane algorithm
- pointwise
- lower bound
- optimal solution