Probability

Bayesian Quadrature for Ratios AISTATS 2012 Bounding the Probability of Error for High Precision Optical Character Recognition JMLR 2012 Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NeurIPS 2012 Competitive Classification and Closeness Testing COLT 2012 Complexity of Bethe Approximation AISTATS 2012 Density Propagation and Improved Bounds on the Partition Function NeurIPS 2012 Divergences and Risks for Multiclass Experiments 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 Infinite-Dimensional Kalman Filtering Approach to Spatio-Temporal Gaussian Process Regression AISTATS 2012 L1 Covering Numbers for Uniformly Bounded Convex Functions COLT 2012 Low rank continuous-space graphical models AISTATS 2012 MCMC for continuous-time discrete-state systems NeurIPS 2012 Mixability in Statistical Learning NeurIPS 2012 Mixability is Bayes Risk Curvature Relative to Log Loss JMLR 2012 Mixing Properties of Conditional Markov Chains with Unbounded Feature Functions NeurIPS 2012 Nonconvex Penalization Using Laplace Exponents and Concave Conjugates NeurIPS 2012 Nonparametric Estimation of Conditional Information and Divergences AISTATS 2012 Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and Autoencoders NeurIPS 2012 Rare Probability Estimation under Regularly Varying Heavy Tails COLT 2012 Reconstruction from Anisotropic Random Measurements COLT 2012 Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space NeurIPS 2012 Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making NeurIPS 2012 The Banana Distribution is Gaussian: A Localization Study with Exponential Coordinates RSS 2012 Toward a Noncommutative Arithmetic-geometric Mean Inequality: Conjectures, Case-studies, and Consequences COLT 2012