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Probability

1043 directly classified papers

Papers per year

Papers

Bounding the Probability of Error for High Precision Optical Character Recognition JMLR 2012
Exponential Concentration for Mutual Information Estimation with Application to Forests NIPS 2012
Mixability is Bayes Risk Curvature Relative to Log Loss JMLR 2012
Approximating Concavely Parameterized Optimization Problems NIPS 2012
Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction with Jeffreys Prior AISTATS 2012
Nonparametric Estimation of Conditional Information and Divergences AISTATS 2012
Infinite-Dimensional Kalman Filtering Approach to Spatio-Temporal Gaussian Process Regression AISTATS 2012
Complexity of Bethe Approximation AISTATS 2012
Low rank continuous-space graphical models AISTATS 2012
Bayesian Quadrature for Ratios AISTATS 2012
Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NIPS 2012
Toward Information Theoretic Human-Robot Dialog RSS 2012
Reconstruction from Anisotropic Random Measurements COLT 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
A Note on Metric Properties for Some Divergence Measures: The Gaussian Case ACML 2012
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions NIPS 2012
Ancestor Sampling for Particle Gibbs NIPS 2012
Nonconvex Penalization Using Laplace Exponents and Concave Conjugates NIPS 2012
Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and Autoencoders NIPS 2012
L1 Covering Numbers for Uniformly Bounded Convex Functions COLT 2012
Rare Probability Estimation under Regularly Varying Heavy Tails COLT 2012
Competitive Classification and Closeness Testing COLT 2012
Universality, Characteristic Kernels and RKHS Embedding of Measures JMLR 2011
Directional Statistics on Permutations AISTATS 2011