conftrace_

spatial statistics

10 papers

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Co-occurring keywords

gaussian process (1200) generative model (2892) kernel learning (102) bayesian inference (1907) gaussian markov random field (26) spatial clustering (8) hierarchical extension (1) distribution learning (75) determinantal point process (140) high dimensional statistics (19)

Papers

Topology-Guided Multi-Class Cell Context Generation for Digital Pathology CVPR 2023
Sensing Cox Processes via Posterior Sampling and Positive Bases AISTATS 2022
Deep Gaussian Markov Random Fields ICML 2020
Distribution Learning of a Random Spatial Field with a Location-Unaware Mobile Sensor NIPS 2019
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs NIPS 2019
Rate Optimal Estimation for High Dimensional Spatial Covariance Matrices ACML 2017
TweetGeo - A Tool for Collecting, Processing and Analysing Geo-encoded Linguistic Data COLING 2016
Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods ICML 2015
Learning the Parameters of Determinantal Point Process Kernels ICML 2014
Spatial distance dependent Chinese restaurant processes for image segmentation NIPS 2011