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poisson distribution

14 papers

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Co-occurring keywords

graphical model (864) bayesian inference (1907) variational inference (2069) random graph (47) copula model (14) generative model (2892) statistical dependencies (5) count datum (17) joint distribution (28) convolutional dictionary learning (7)

Papers

Poisson Variational Autoencoder NIPS 2024
Complexity of Probabilistic Inference in Random Dichotomous Hedonic Games AAAI 2023
Uncertainty Quantification for Low-Rank Matrix Completion with Heterogeneous and Sub-Exponential Noise AISTATS 2022
Convolutional dictionary learning based auto-encoders for natural exponential-family distributions ICML 2020
High-Dimensional Poisson Structural Equation Model Learning via $\ell_1$-Regularized Regression JMLR 2019
Temporal Poisson Square Root Graphical Models ICML 2018
A Note on Quickly Sampling a Sparse Matrix with Low Rank Expectation JMLR 2018
Learning Large-Scale Poisson DAG Models based on OverDispersion Scoring NIPS 2015
Celeste: Variational inference for a generative model of astronomical images ICML 2015
Variational Gaussian Inference for Bilinear Models of Count Data ACML 2014
On Poisson Graphical Models NIPS 2013
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NIPS 2012
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies NIPS 2009
Characterizing neural dependencies with copula models NIPS 2008