Optimization
Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization
Neural Information Processing Systems http://nips.cc/
A Condition Number for Joint Optimization of Cycle-Consistent Networks
Leonidas J. Guibas, Qixing Huang, Zhenxiao Liang
Neural Information Processing Systems http://nips.cc/
Continuous-time Analysis of Anchor Acceleration
Recently, the anchor acceleration, an acceleration mechanism distinct from Nes-terov's, has been discovered for minimax optimization and fixed-point problems,
Learning-AugmentedAlgorithmsforOnlineLinear andSemidefiniteProgramming
We show that if the predictor is accurate, we can efficiently bypass these impossibility results and achieve a constant-factor approximation to the optimal solution, i.e., consistency.
DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization
Neural Information Processing Systems http://nips.cc/
Variational PDEs for Acceleration on Manifolds and Application to Diffeomorphisms
Ganesh Sundaramoorthi, Anthony Yezzi
Neural Information Processing Systems http://nips.cc/