Continuous Optimization

Multi-feature Spectral Clustering with Minimax Optimization CVPR 2014 Multiresolution Matrix Factorization ICML 2014 Multi-Scale Spectral Decomposition of Massive Graphs NeurIPS 2014 Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition NeurIPS 2014 Multivariate Regression with Calibration NeurIPS 2014 Natural Evolution Strategies JMLR 2014 (Near) Dimension Independent Risk Bounds for Differentially Private Learning ICML 2014 Near-Optimal Density Estimation in Near-Linear Time Using Variable-Width Histograms NeurIPS 2014 Near-Optimal Herding COLT 2014 Near-Optimal Joint Object Matching via Convex Relaxation ICML 2014 Newton Greedy Pursuit: A Quadratic Approximation Method for Sparsity-Constrained Optimization CVPR 2014 Non-convex Robust PCA NeurIPS 2014 Nonlinear Graph Sparsification for SLAM RSS 2014 Nonnegative Sparse PCA with Provable Guarantees ICML 2014 Nuclear Norm Minimization via Active Subspace Selection ICML 2014 On Iterative Hard Thresholding Methods for High-dimensional M-Estimation NeurIPS 2014 Online Optimization for Max-Norm Regularization NeurIPS 2014 Open Problem: Tightness of maximum likelihood semidefinite relaxations COLT 2014 Optimal decision-making with time-varying evidence reliability NeurIPS 2014 Optimal Mean Robust Principal Component Analysis ICML 2014 Optimization Equivalence of Divergences Improves Neighbor Embedding ICML 2014 Optimizing Over Radial Kernels on Compact Manifolds CVPR 2014 Parallax-tolerant Image Stitching CVPR 2014 Parallel Direction Method of Multipliers NeurIPS 2014 Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization NeurIPS 2014