maximum likelihood

Estimating Diffusion Probability Changes for AsIC-SIS Model from Information Diffusion Results ACML 2011 Maximum Likelihood vs. Sequential Normalized Maximum Likelihood in On-line Density Estimation COLT 2011 Probabilistic Joint Image Segmentation and Labeling NeurIPS 2011 Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction NeurIPS 2011 Belief space planning assuming maximum likelihood observations RSS 2010 Inductive Principles for Restricted Boltzmann Machine Learning AISTATS 2010 Maximum Likelihood in Cost-Sensitive Learning: Model Specification, Approximations, and Upper Bounds JMLR 2010 Maximum-likelihood learning of cumulative distribution functions on graphs AISTATS 2010 On the Convexity of Latent Social Network Inference NeurIPS 2010 Stochastic Composite Likelihood JMLR 2010 Learning in Markov Random Fields using Tempered Transitions NeurIPS 2009 Maximum likelihood trajectories for continuous-time Markov chains NeurIPS 2009 Time-rescaling methods for the estimation and assessment of non-Poisson neural encoding models NeurIPS 2009 A Convex Upper Bound on the Log-Partition Function for Binary Distributions NeurIPS 2008 Characterizing neural dependencies with copula models NeurIPS 2008 Covariance Estimation for High Dimensional Data Vectors Using the Sparse Matrix Transform NeurIPS 2008 Detection of Principle Directions in Unknown Environments for Autonomous Navigation RSS 2008 Evidence Contrary to the Statistical View of Boosting JMLR 2008 Generalization from Observed to Unobserved Features by Clustering JMLR 2008 Graphical Methods for Efficient Likelihood Inference in Gaussian Covariance Models JMLR 2008 Inferring rankings under constrained sensing NeurIPS 2008 Maximal Causes for Non-linear Component Extraction JMLR 2008 Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex NeurIPS 2008 Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE NeurIPS 2008 On the Efficient Minimization of Classification Calibrated Surrogates NeurIPS 2008