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parameter estimation

274 papers

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Co-occurring keywords

bayesian inference (1904) expectation maximization (254) graphical model (863) mixture model (262) maximum likelihood (255) maximum likelihood estimation (233) sample complexity (1158) latent variable model (564) tensor decomposition (374) exponential family (124)

Papers

Binary and Multi-Bit Coding for Stable Random Projections AISTATS 2017
Learning Populations of Parameters NIPS 2017
A Network Framework for Noisy Label Aggregation in Social Media ACL 2017
Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications ACML 2017
Clinical Tagging with Joint Probabilistic Models MLHC 2016
Reconstructing Parameters of Spreading Models from Partial Observations NIPS 2016
Latent Topic Embedding COLING 2016
Consistently Estimating Markov Chains with Noisy Aggregate Data AISTATS 2016
Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies ICML 2016
Estimation from Indirect Supervision with Linear Moments ICML 2016
Parameter estimation of Japanese predicate argument structure analysis model using eye gaze information COLING 2016
Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models INTERSPEECH 2016
Non-Iterative Parameter Estimation for Total Variability Model Using Randomized Singular Value Decomposition INTERSPEECH 2016
Parameter Learning for Log-supermodular Distributions NIPS 2016
Acoustic-to-Articulatory Inversion Mapping Based on Latent Trajectory Gaussian Mixture Model INTERSPEECH 2016
Statistical Inference for Pairwise Graphical Models Using Score Matching NIPS 2016
Global Analysis of Expectation Maximization for Mixtures of Two Gaussians NIPS 2016
Provable Tensor Methods for Learning Mixtures of Generalized Linear Models AISTATS 2016
Towards Stability and Optimality in Stochastic Gradient Descent AISTATS 2016
Stochastic Discrete Clenshaw-Curtis Quadrature ICML 2016
Sparse Nonlinear Regression: Parameter Estimation under Nonconvexity ICML 2016
Parameter Estimation for Generalized Thurstone Choice Models ICML 2016
Estimation of Children’s Physical Characteristics from Their Voices INTERSPEECH 2016
Learning Parametric-Output HMMs with Two Aliased States ICML 2015
Parameter Estimation of Generalized Linear Models without Assuming their Link Function AISTATS 2015