conftrace_

global optimality

34 papers

Explore in graph

Co-occurring keywords

gradient descent (1144) convex optimization (1321) non-convex optimization (547) global optimization (151) policy optimization (657) neural network (6616) sample complexity (1169) nonconvex optimization (316) representation learning (6206) local minimum (61)

Papers

BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning CVPR 2018
Global Optimality in Neural Network Training CVPR 2017
Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs ICML 2017
Globally Optimal Manhattan Frame Estimation in Real-Time CVPR 2016
Global Optimality of Local Search for Low Rank Matrix Recovery NIPS 2016
Convex Deep Learning via Normalized Kernels NIPS 2014
Efficient Structured Parsing of Facades Using Dynamic Programming CVPR 2014
A Distributable and Computation-flexible Assignment Algorithm: From Local Task Swapping to Global Optimality RSS 2012
Occlusion Detection and Motion Estimation with Convex Optimization NIPS 2010