Connecting Optimization and Regularization Paths.
Arun Sai SuggalaAdarsh PrasadPradeep RavikumarPublished in: NeurIPS (2018)
Keyphrases
- optimization process
- optimization algorithm
- shortest path
- optimization method
- global optimization
- deterministic annealing
- risk minimization
- optimization methods
- data sets
- combinatorial optimization
- optimization problems
- least squares
- constrained optimization
- data dependent
- optimization model
- stochastic gradient descent
- learning algorithm
- machine learning