Continuous Optimization

On the Optimization Landscape of Tensor Decompositions NeurIPS 2017 On The Projection Operator to A Three-view Cardinality Constrained Set ICML 2017 Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks ICML 2017 Optimal Dictionary for Least Squares Representation JMLR 2017 Oracle Complexity of Second-Order Methods for Finite-Sum Problems ICML 2017 Order-Preserving Wasserstein Distance for Sequence Matching CVPR 2017 Ordinal Graphical Models: A Tale of Two Approaches ICML 2017 Parallel Streaming Wasserstein Barycenters NeurIPS 2017 Parametric Simplex Method for Sparse Learning NeurIPS 2017 Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery NeurIPS 2017 Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation AISTATS 2017 Projection Free Rank-Drop Steps IJCAI 2017 Provable Alternating Gradient Descent for Non-negative Matrix Factorization with Strong Correlations ICML 2017 Prox-PDA: The Proximal Primal-Dual Algorithm for Fast Distributed Nonconvex Optimization and Learning Over Networks ICML 2017 Radiometric Calibration for Internet Photo Collections CVPR 2017 Rank Determination for Low-Rank Data Completion JMLR 2017 Recursive Sampling for the Nystrom Method NeurIPS 2017 Residual Expansion Algorithm: Fast and Effective Optimization for Nonconvex Least Squares Problems CVPR 2017 RHash: Robust Hashing via L_infinity-norm Distortion IJCAI 2017 Robust Budget Allocation via Continuous Submodular Functions ICML 2017 Robust Energy Minimization for BRDF-Invariant Shape From Light Fields CVPR 2017 Robust Optimization for Non-Convex Objectives NeurIPS 2017 Robust Quadratic Programming for Price Optimization IJCAI 2017 Rule-Enhanced Penalized Regression by Column Generation using Rectangular Maximum Agreement ICML 2017 Scalable Convex Multiple Sequence Alignment via Entropy-Regularized Dual Decomposition AISTATS 2017