(Artificial) Mind over Matter: Integrating Humans and Algorithms in Solving Matching Problems.
Roee ShragaPublished in: SIGMOD Conference (2018)
Keyphrases
- combinatorial optimization
- problems in artificial intelligence
- optimization problems
- convex optimization problems
- np complete problems
- problems in computer vision
- artificial intelligence
- data structure
- discrete optimization
- difficult problems
- graph coloring
- search methods
- quadratic optimization problems
- constraint problems
- solving problems
- constrained problems
- benchmark problems
- global optimization problems
- computationally efficient
- run times
- stochastic shortest path
- related problems
- search heuristics
- practical problems
- test problems
- learning algorithm
- lp relaxation
- partial solutions
- real world
- combinatorial problems
- matching algorithm
- keypoints
- pattern matching
- computational cost
- search algorithm