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density estimation

397 papers

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Also known as

KL

Co-occurring keywords

normalizing flow (354) generative model (2889) crowd counting (101) variational inference (2069) unsupervised learning (3255) anomaly detection (740) autoregressive model (453) bayesian inference (1904) neural network (6616) variational autoencoder (1282)

Papers

Nonparanormal Information Estimation ICML 2017
Density Level Set Estimation on Manifolds with DBSCAN ICML 2017
Understanding Traffic Density From Large-Scale Web Camera Data CVPR 2017
Switching Convolutional Neural Network for Crowd Counting CVPR 2017
Binarized Mode Seeking for Scalable Visual Pattern Discovery CVPR 2017
Bottleneck Conditional Density Estimation ICML 2017
Parallel Multiscale Autoregressive Density Estimation ICML 2017
Convergence rates of a partition based Bayesian multivariate density estimation method NIPS 2017
Estimating Mutual Information for Discrete-Continuous Mixtures NIPS 2017
Modal-set estimation with an application to clustering AISTATS 2017
Regional Concept Drift Detection and Density Synchronized Drift Adaptation IJCAI 2017
Communication-Efficient Distributed Learning of Discrete Distributions NIPS 2017
Density Estimation in Infinite Dimensional Exponential Families JMLR 2017
Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data ICML 2017
Scalable geometric density estimation AISTATS 2016
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators NIPS 2016
Efficient Nonparametric Smoothness Estimation NIPS 2016
A Kernel Test of Goodness of Fit ICML 2016
Density Estimation via Discrepancy Based Adaptive Sequential Partition NIPS 2016
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation JMLR 2016
ERRATA: On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm JMLR 2016
Statistical Inference for Cluster Trees NIPS 2016
Minimum Density Hyperplanes JMLR 2016
Neural Autoregressive Distribution Estimation JMLR 2016
A Locally Adaptive Normal Distribution NIPS 2016