Mathematics & Optimization

Active Learning for Undirected Graphical Model Selection AISTATS 2014 Adaptive Monte Carlo via Bandit Allocation ICML 2014 Adaptive Partial Differential Equation Learning for Visual Saliency Detection CVPR 2014 Adaptive Variable Clustering in Gaussian Graphical Models AISTATS 2014 Adaptivity and Optimism: An Improved Exponentiated Gradient Algorithm ICML 2014 A Differential Equation for Modeling Nesterov’s Accelerated Gradient Method: Theory and Insights NeurIPS 2014 A Divide-and-Conquer Solver for Kernel Support Vector Machines ICML 2014 A Drifting-Games Analysis for Online Learning and Applications to Boosting NeurIPS 2014 A Dual Algorithm for Olfactory Computation in the Locust Brain NeurIPS 2014 Advances in Learning Bayesian Networks of Bounded Treewidth NeurIPS 2014 A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds CVPR 2014 A Fast Hierarchical Alternating Least Squares Algorithm for Orthogonal Nonnegative Matrix Factorization ACML 2014 A Filtering Approach to Stochastic Variational Inference NeurIPS 2014 A Geometric Algorithm for Scalable Multiple Kernel Learning AISTATS 2014 A Junction Tree Framework for Undirected Graphical Model Selection JMLR 2014 A Level-set Hit-and-run Sampler for Quasi-Concave Distributions AISTATS 2014 Algebraic Reconstruction Bounds and Explicit Inversion for Phase Retrieval at the Identifiability Threshold AISTATS 2014 Alternating Linearization for Structured Regularization Problems JMLR 2014 An Accelerated Proximal Coordinate Gradient Method NeurIPS 2014 An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization ICML 2014 An Analysis of State-Relevance Weights and Sampling Distributions on L1-Regularized Approximate Linear Programming Approximation Accuracy ICML 2014 An Asynchronous Parallel Stochastic Coordinate Descent Algorithm ICML 2014 An Automata-Theoretic Approach to the Vehicle Routing Problem RSS 2014 An inclusion optimal algorithm for chain graph structure learning AISTATS 2014 An Information Geometry of Statistical Manifold Learning ICML 2014