Continuous Optimization

A Bridging Framework for Model Optimization and Deep Propagation NeurIPS 2018 Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression IJCAI 2018 Accelerated Gradient Descent Escapes Saddle Points Faster than Gradient Descent COLT 2018 Accelerated Spectral Ranking ICML 2018 Accelerating Cross-Validation in Multinomial Logistic Regression with ℓ_1-Regularization JMLR 2018 Accelerating Greedy Coordinate Descent Methods ICML 2018 A Certifiably Globally Optimal Solution to the Non-Minimal Relative Pose Problem CVPR 2018 A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming ICML 2018 A Constructive Approach to L_0 Penalized Regression JMLR 2018 A Convex Duality Framework for GANs NeurIPS 2018 A convex program for bilinear inversion of sparse vectors NeurIPS 2018 AdaGeo: Adaptive Geometric Learning for Optimization and Sampling AISTATS 2018 Adaptive Negative Curvature Descent with Applications in Non-convex Optimization NeurIPS 2018 Adaptive Three Operator Splitting ICML 2018 ADMM and Accelerated ADMM as Continuous Dynamical Systems ICML 2018 A Dual Framework for Low-rank Tensor Completion NeurIPS 2018 A Fast Resection-Intersection Method for the Known Rotation Problem CVPR 2018 A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018 A Group-based Approach to Improve Multifactorial Evolutionary Algorithm IJCAI 2018 A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR 2018 Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced NeurIPS 2018 Alternating Randomized Block Coordinate Descent ICML 2018 An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method ICML 2018 An Efficient Pruning Algorithm for Robust Isotonic Regression NeurIPS 2018 An Estimate Sequence for Geodesically Convex Optimization COLT 2018