Mathematics & Optimization

Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering CVPR 2016 Orthogonal Random Features NeurIPS 2016 PAC Lower Bounds and Efficient Algorithms for The Max K-Armed Bandit Problem ICML 2016 Pairwise Matching Through Max-Weight Bipartite Belief Propagation CVPR 2016 Parallel Majorization Minimization with Dynamically Restricted Domains for Nonconvex Optimization AISTATS 2016 Parameter Estimation for Generalized Thurstone Choice Models ICML 2016 Pareto Front Identification from Stochastic Bandit Feedback AISTATS 2016 PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification ICML 2016 Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models JMLR 2016 Persistence weighted Gaussian kernel for topological data analysis ICML 2016 Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games NeurIPS 2016 Phrase-based Machine Translation using Multiple Preordering Candidates COLING 2016 Pliable Rejection Sampling ICML 2016 Power of Ordered Hypothesis Testing ICML 2016 Precision Matrix Estimation in High Dimensional Gaussian Graphical Models with Faster Rates AISTATS 2016 Preconditioning Kernel Matrices ICML 2016 Predictive Entropy Search for Multi-objective Bayesian Optimization ICML 2016 Pricing a Low-regret Seller ICML 2016 Primal-Dual Rates and Certificates ICML 2016 Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions CVPR 2016 Principal Component Projection Without Principal Component Analysis ICML 2016 Probabilistic Inference with Generating Functions for Poisson Latent Variable Models NeurIPS 2016 Probabilistic Linear Multistep Methods NeurIPS 2016 Probability Inequalities for Kernel Embeddings in Sampling without Replacement AISTATS 2016 Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICA ACML 2016