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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

Large-scale L-BFGS using MapReduce NIPS 2014
Can a Fully Unconstrained Imaging Model Be Applied Effectively to Central Cameras? CVPR 2013
Hierarchical Tensor Decomposition of Latent Tree Graphical Models ICML 2013
Group Norm for Learning Structured SVMs with Unstructured Latent Variables ICCV 2013
Enhanced Continuous Tabu Search for Parameter Estimation in Multiview Geometry ICCV 2013
Using multiple samples to learn mixture models NIPS 2013
Generalized Method-of-Moments for Rank Aggregation NIPS 2013
EDML for Learning Parameters in Directed and Undirected Graphical Models NIPS 2013
Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models NIPS 2013
Online Learning of Dynamic Parameters in Social Networks NIPS 2013
The Extended Parameter Filter ICML 2013
Forward-Backward Activation Algorithm for Hierarchical Hidden Markov Models NIPS 2012
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning NIPS 2012
Multi-Stage Multi-Task Feature Learning NIPS 2012
Age-Layered Expectation Maximization for Parameter Learning in Bayesian Networks AISTATS 2012
AIC and BIC based approaches for SVM parameter value estimation with RBF kernels ACML 2012
Identifiability and Unmixing of Latent Parse Trees NIPS 2012
The Coloured Noise Expansion and Parameter Estimation of Diffusion Processes NIPS 2012
Simultaneously Leveraging Output and Task Structures for Multiple-Output Regression NIPS 2012
Multi-Task Averaging NIPS 2012
A Spectral Algorithm for Latent Dirichlet Allocation NIPS 2012
A Method of Moments for Mixture Models and Hidden Markov Models COLT 2012
Comparative Analysis of Viterbi Training and Maximum Likelihood Estimation for HMMs NIPS 2011
Neural Reconstruction with Approximate Message Passing (NeuRAMP) NIPS 2011
Learning mixtures of Gaussians with maximum-a-posteriori oracle AISTATS 2011