Deep Learning as a Mixed Convex-Combinatorial Optimization Problem.
Abram L. FriesenPedro M. DomingosPublished in: ICLR (Poster) (2018)
Keyphrases
- combinatorial optimization
- deep learning
- unsupervised learning
- combinatorial optimization problems
- simulated annealing
- metaheuristic
- unsupervised feature learning
- optimization problems
- traveling salesman problem
- machine learning
- deep architectures
- convex optimization
- semi definite programming
- weakly supervised
- mental models
- multi objective
- max flow min cut
- search space