First-Order Optimization Algorithms with Resets and Hamiltonian flows.
Andrew R. TeelJorge I. PovedaJustin H. LePublished in: CDC (2019)
Keyphrases
- optimization problems
- orders of magnitude
- recently developed
- times faster
- learning algorithm
- data structure
- neural network
- theoretical analysis
- optimization procedure
- approximately optimal
- data sets
- optimization approaches
- stochastic gradient
- discrete optimization
- combinatorial optimization
- optimization algorithm
- computationally efficient
- linear programming
- higher order
- image processing