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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

Maximum Likelihood Estimation for Mixtures of Spherical Gaussians is NP-hard JMLR 2018
Graphical Models for Non-Negative Data Using Generalized Score Matching AISTATS 2018
Probability–Revealing Samples AISTATS 2018
On Semiparametric Exponential Family Graphical Models JMLR 2018
The Search Problem in Mixture Models JMLR 2018
Learning Hidden Quantum Markov Models AISTATS 2018
Kernel Recursive ABC: Point Estimation with Intractable Likelihood ICML 2018
Learning Binary Latent Variable Models: A Tensor Eigenpair Approach ICML 2018
Theoretical guarantees for EM under misspecified Gaussian mixture models NIPS 2018
Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR 2018
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency EMNLP 2018
Latent RANSAC CVPR 2018
Statistical Tomography of Microscopic Life CVPR 2018
Learning a Mixture of Two Multinomial Logits ICML 2018
An Empirical Study of Methods for SPN Learning and Inference PGM 2018
Generalized Inverse Optimization through Online Learning NIPS 2018
Estimation of the Asymmetry Parameter of the Glottal Flow Waveform Using the Electroglottographic Signal INTERSPEECH 2018
Geometric Lower Bounds for Distributed Parameter Estimation under Communication Constraints COLT 2018
Ordinal Graphical Models: A Tale of Two Approaches ICML 2017
Learning Overcomplete HMMs NIPS 2017
Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA JMLR 2017
Noisy Population Recovery from Unknown Noise COLT 2017
Trimmed Density Ratio Estimation NIPS 2017
Learning Mixture of Gaussians with Streaming Data NIPS 2017
Spectral Methods for Correlated Topic Models AISTATS 2017