Optimization

Spectral Regularization for Max-Margin Sequence Tagging ICML 2014 Speeding Up Tracking by Ignoring Features CVPR 2014 SphereFlow: 6 DoF Scene Flow from RGB-D Pairs CVPR 2014 Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery ICML 2014 Stochastic Dual Coordinate Ascent with Alternating Direction Method of Multipliers ICML 2014 Stochastic Gradient Descent, Weighted Sampling, and the Randomized Kaczmarz algorithm NeurIPS 2014 Stochastic Network Design in Bidirected Trees NeurIPS 2014 Stochastic Proximal Gradient Descent with Acceleration Techniques NeurIPS 2014 StoryGraphs: Visualizing Character Interactions as a Timeline CVPR 2014 Structured Prediction via Output Space Search JMLR 2014 Structure Regularization for Structured Prediction NeurIPS 2014 Submodular Attribute Selection for Action Recognition in Video NeurIPS 2014 Submodularization for Binary Pairwise Energies CVPR 2014 Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets NeurIPS 2014 Submodular Object Recognition CVPR 2014 Subspace Tracking under Dynamic Dimensionality for Online Background Subtraction CVPR 2014 Support vector machines with indefinite kernels ACML 2014 The Coherent Loss Function for Classification ICML 2014 The Complexity of Learning Halfspaces using Generalized Linear Methods COLT 2014 The limits of squared Euclidean distance regularization NeurIPS 2014 The Noisy Power Method: A Meta Algorithm with Applications NeurIPS 2014 Tight Continuous Relaxation of the Balanced k-Cut Problem NeurIPS 2014 Tight convex relaxations for sparse matrix factorization NeurIPS 2014 Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial Time NeurIPS 2014 Time--Data Tradeoffs by Aggressive Smoothing NeurIPS 2014