Optimization

Optimizing Over Radial Kernels on Compact Manifolds CVPR 2014 Orbit Regularization NeurIPS 2014 Outlier Path: A Homotopy Algorithm for Robust SVM ICML 2014 Parallel Direction Method of Multipliers NeurIPS 2014 Parallel Double Greedy Submodular Maximization NeurIPS 2014 Parallelizing Exploration-Exploitation Tradeoffs in Gaussian Process Bandit Optimization JMLR 2014 Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization NeurIPS 2014 Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014 Partial Symmetry in Polynomial Systems and its Applications in Computer Vision CVPR 2014 Partition-wise Linear Models NeurIPS 2014 Pattern Alternating Maximization Algorithm for Missing Data in High-Dimensional Problems JMLR 2014 Point Matching in the Presence of Outliers in Both Point Sets: A Concave Optimization Approach CVPR 2014 Policy Evaluation with Temporal Differences: A Survey and Comparison JMLR 2014 Preconditioning for Accelerated Iteratively Reweighted Least Squares in Structured Sparsity Reconstruction CVPR 2014 Prediction and Clustering in Signed Networks: A Local to Global Perspective JMLR 2014 Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NeurIPS 2014 Preserving Modes and Messages via Diverse Particle Selection ICML 2014 Probabilistic low-rank matrix completion on finite alphabets NeurIPS 2014 Product Sparse Coding CVPR 2014 Programming by Feedback ICML 2014 Provable Submodular Minimization using Wolfe's Algorithm NeurIPS 2014 Provable Tensor Factorization with Missing Data NeurIPS 2014 Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators NeurIPS 2014 pystruct - Learning Structured Prediction in Python JMLR 2014 Quasi Newton Temporal Difference Learning ACML 2014