Mathematics & Optimization

Distance Preserving Embeddings for General n-Dimensional Manifolds COLT 2012 Distributed Approximation of Joint Measurement Distributions Using Mixtures of Gaussians RSS 2012 Distributed Non-Stochastic Experts NeurIPS 2012 Divergences and Risks for Multiclass Experiments COLT 2012 Dual-Space Analysis of the Sparse Linear Model NeurIPS 2012 Efficient Distributed Linear Classification Algorithms via the Alternating Direction Method of Multipliers AISTATS 2012 Efficient high dimensional maximum entropy modeling via symmetric partition functions NeurIPS 2012 Efficient Hypergraph Clustering AISTATS 2012 Efficiently finding optimal winding-constrained loops in the plane RSS 2012 Efficient Methods for Robust Classification Under Uncertainty in Kernel Matrices JMLR 2012 Efficient Monte Carlo Counterfactual Regret Minimization in Games with Many Player Actions NeurIPS 2012 Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems NeurIPS 2012 Efficient Sampling for Bipartite Matching Problems NeurIPS 2012 Efficient Sampling from Combinatorial Space via Bridging AISTATS 2012 Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model NeurIPS 2012 Ensemble weighted kernel estimators for multivariate entropy estimation NeurIPS 2012 Entangled Monte Carlo NeurIPS 2012 Entropy Estimations Using Correlated Symmetric Stable Random Projections NeurIPS 2012 Entropy Search for Information-Efficient Global Optimization JMLR 2012 Error bounds for Kernel Fisher Linear Discriminant in Gaussian Hilbert space AISTATS 2012 Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization NeurIPS 2012 Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso JMLR 2012 Exact Recovery of Sparsely-Used Dictionaries COLT 2012 Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction with Jeffreys Prior AISTATS 2012 Exponential Concentration for Mutual Information Estimation with Application to Forests NeurIPS 2012