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kernel density estimation

80 papers

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Also known as

KDE

Co-occurring keywords

nonparametric estimation (98) density estimation (398) generative adversarial network (1944) kernel density estimator (10) reinforcement learning (4352) probability density (31) robust estimation (168) clustering algorithm (206) cluster tree (9) convergence rate (607)

Papers

Robust Kernel Density Estimation with Median-of-Means principle ICML 2022
Point Cloud Generation with Continuous Conditioning AISTATS 2022
A Computable Definition of the Spectral Bias AAAI 2022
Point Density-Aware Voxels for LiDAR 3D Object Detection CVPR 2022
Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach NIPS 2022
Density of States Estimation for Out of Distribution Detection AISTATS 2021
Kernel Smoothing, Mean Shift, and Their Learning Theory with Directional Data JMLR 2021
Instance-Conditioned GAN NIPS 2021
A sampling-based circuit for optimal decision making NIPS 2021
Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models AISTATS 2021
Adversarial Attacks on Deep Graph Matching NIPS 2020
Consistent Estimation of Identifiable Nonparametric Mixture Models from Grouped Observations NIPS 2020
Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems AAAI 2020
Estimation of Skill Distribution from a Tournament NIPS 2020
A Fair Classifier Using Kernel Density Estimation NIPS 2020
Investigating the Visual Lombard Effect with Gabor Based Features INTERSPEECH 2020
Mix-n-Match : Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning ICML 2020
Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams JMLR 2019
Connectivity-Optimized Representation Learning via Persistent Homology ICML 2019
Space and Time Efficient Kernel Density Estimation in High Dimensions NIPS 2019
Discrepancy, Coresets, and Sketches in Machine Learning COLT 2019
Approximate Relative Value Learning for Average-reward Continuous State MDPs UAI 2019
DBSCAN: Optimal Rates For Density-Based Cluster Estimation JMLR 2019
Face Alignment With Kernel Density Deep Neural Network ICCV 2019
Neural Empirical Bayes JMLR 2019