Geometry of EM and related iterative algorithms
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Publication:6138788
DOI10.1007/s41884-022-00080-yarXiv2209.01301OpenAlexW4309405349MaRDI QIDQ6138788
Shotaro Akaho, Noboru Murata, Hideitsu Hino
Publication date: 16 January 2024
Published in: Information Geometry (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2209.01301
EM algorithminformation theoryrobust statisticsinformation geometryBregman divergencegenerative models\textit{em} algorithm
Cites Work
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- Bagging predictors
- Nonparametric information geometry: from divergence function to referential-representational biduality on statistical manifolds
- Information estimators for weighted observations
- Statistical guarantees for the EM algorithm: from population to sample-based analysis
- Regression towards the mode
- Mode regression
- A modified EM algorithm for mixture models based on Bregman divergence
- Dual connections in nonparametric classical information geometry
- On the convergence properties of the EM algorithm
- Extensions of estimation methods using the EM algorithm
- Gradient systems in view of information geometry
- Information geometry of estimating functions in semi-parametric statistical models
- A decision-theoretic generalization of on-line learning and an application to boosting
- Non-parametric entropy estimators based on simple linear regression
- Classification by pairwise coupling
- A infinite-dimensional geometric structure on the space of all the probability measures equivalent to a given one
- Estimation of neural connections from partially observed neural spikes
- Geometry of Arimoto algorithm
- Information geometry of modal linear regression
- An Estimation of Generalized Bradley-Terry Models Based on the em Algorithm
- Maximum likelihood estimation via the ECM algorithm: A general framework
- Local modal regression
- A Grouped Ranking Model for Item Preference Parameter
- Modal Principal Component Analysis
- Robust Boosting Algorithm Against Mislabeling in Multiclass Problems
- The EM Algorithm and Extensions, 2E
- Information Geometry of Turbo and Low-Density Parity-Check Codes
- On asymptotic properties of predictive distributions
- Information geometry on hierarchy of probability distributions
- On Parametric Bootstrapping and Bayesian Prediction
- Information Geometry of U-Boost and Bregman Divergence
- Principal Component Analysis for Gaussian Process Posteriors
- Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization
- Information Geometry
- Nonparametric e-Mixture Estimation
- Statistical Inference for Probabilistic Functions of Finite State Markov Chains
- An algorithm for computing the capacity of arbitrary discrete memoryless channels
- Active learning by query by committee with robust divergences
