maximum likelihood

Subband Selection for Binaural Speech Source Localization Interspeech 2017 Tomography of the London Underground: a Scalable Model for Origin-Destination Data NeurIPS 2017 Acoustic-to-Articulatory Inversion Mapping Based on Latent Trajectory Gaussian Mixture Model Interspeech 2016 A Locally Adaptive Normal Distribution NeurIPS 2016 Conditional Probability Estimation PGM 2016 Global Analysis of Expectation Maximization for Mixtures of Two Gaussians NeurIPS 2016 Learning a Translation Model from Word Lattices Interspeech 2016 Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Results and Algorithmic Consequences NeurIPS 2016 Maximum Likelihood for Variance Estimation in High-Dimensional Linear Models AISTATS 2016 On the Consistency of the Likelihood Maximization Vertex Nomination Scheme: Bridging the Gap Between Maximum Likelihood Estimation and Graph Matching JMLR 2016 Probabilistic Low-Rank Matrix Completion from Quantized Measurements JMLR 2016 Reward Augmented Maximum Likelihood for Neural Structured Prediction NeurIPS 2016 Scaled Least Squares Estimator for GLMs in Large-Scale Problems NeurIPS 2016 A Convex Optimization Framework for Bi-Clustering ICML 2015 b-bit Marginal Regression NeurIPS 2015 Closed-form Estimators for High-dimensional Generalized Linear Models NeurIPS 2015 Consistent estimation of dynamic and multi-layer block models ICML 2015 Convolutional spike-triggered covariance analysis for neural subunit models NeurIPS 2015 Data modeling with the elliptical gamma distribution AISTATS 2015 Fast and Accurate Inference of Plackett–Luce Models NeurIPS 2015 Fixed-point algorithms for learning determinantal point processes ICML 2015 High Dimensional EM Algorithm: Statistical Optimization and Asymptotic Normality NeurIPS 2015 Human Memory Search as Initial-Visit Emitting Random Walk NeurIPS 2015 Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images ICCV 2015 Learning the Structure and Parameters of Large-Population Graphical Games from Behavioral Data JMLR 2015