convex optimization

Crowdsourced Clustering: Querying Edges vs Triangles NeurIPS 2016 CVXPY: A Python-Embedded Modeling Language for Convex Optimization JMLR 2016 Dense Monocular Depth Estimation in Complex Dynamic Scenes CVPR 2016 Designing smoothing functions for improved worst-case competitive ratio in online optimization NeurIPS 2016 Dimension-Free Iteration Complexity of Finite Sum Optimization Problems NeurIPS 2016 Dropping Convexity for Faster Semi-definite Optimization COLT 2016 Efficient Bregman Projections onto the Permutahedron and Related Polytopes AISTATS 2016 Epigraph projections for fast general convex programming ICML 2016 Estimation from Indirect Supervision with Linear Moments ICML 2016 Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling ICML 2016 Fast Active Set Methods for Online Spike Inference from Calcium Imaging NeurIPS 2016 Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier ICML 2016 Faster Projection-free Convex Optimization over the Spectrahedron NeurIPS 2016 Fast Saddle-Point Algorithm for Generalized Dantzig Selector and FDR Control with Ordered L1-Norm AISTATS 2016 Fast Stochastic Algorithms for SVD and PCA: Convergence Properties and Convexity ICML 2016 Finite Sample Prediction and Recovery Bounds for Ordinal Embedding NeurIPS 2016 Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities NeurIPS 2016 Highly-Smooth Zero-th Order Online Optimization COLT 2016 Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models NeurIPS 2016 Iterative Hessian Sketch: Fast and Accurate Solution Approximation for Constrained Least-Squares JMLR 2016 Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling CVPR 2016 Learning Infinite RBMs with Frank-Wolfe NeurIPS 2016 Learning Sparse Gaussian Graphical Models with Overlapping Blocks NeurIPS 2016 Linear-Memory and Decomposition-Invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes NeurIPS 2016 Localized Multiple Kernel Learning—A Convex Approach ACML 2016