Deconvoluting Kernel Density Estimation and Regression for Locally Differentially Private Data Aug 28, 2020 Density Estimation Privacy Preserving
— Unverified Low-rank Characteristic Tensor Density Estimation Part I: Foundations Aug 27, 2020 Density Estimation Tensor Decomposition
— Unverified A Discriminative Technique for Multiple-Source Adaptation Aug 25, 2020 Density Estimation Domain Adaptation
— Unverified Blindness of score-based methods to isolated components and mixing proportions Aug 23, 2020 Bayesian Inference Density Estimation
— Unverified Detecting and repairing arbitrage in traded option prices Aug 21, 2020 Density Estimation
Code Code Available Nonparametric Conditional Density Estimation In A Deep Learning Framework For Short-Term Forecasting Aug 17, 2020 BIG-bench Machine Learning Computational Efficiency
— Unverified Lie PCA: Density estimation for symmetric manifolds Aug 10, 2020 Density Estimation
— Unverified COVID-19 mortality analysis from soft-data multivariate curve regression and machine learning Aug 7, 2020 BIG-bench Machine Learning Density Estimation
— Unverified Complete parameter inference for GW150914 using deep learning Aug 7, 2020 Bayesian Inference Deep Learning
Code Code Available Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships Aug 3, 2020 Density Estimation
— Unverified A Comparative study of Artificial Neural Networks Using Reinforcement learning and Multidimensional Bayesian Classification Using Parzen Density Estimation for Identification of GC-EIMS Spectra of Partially Methylated Alditol Acetates Jul 31, 2020 Density Estimation
— Unverified Identification of 1H-NMR Spectra of Xyloglucan Oligosaccharides: A Comparative Study of Artificial Neural Networks and Bayesian Classification Using Nonparametric Density Estimation Jul 30, 2020 Density Estimation
— Unverified Kernel Methods and their derivatives: Concept and perspectives for the Earth system sciences Jul 29, 2020 Density Estimation Gaussian Processes
Code Code Available Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser Jul 27, 2020 Compressive Sensing Deblurring
Code Code Available Learning the Solution Manifold in Optimization and Its Application in Motion Planning Jul 24, 2020 Density Estimation Motion Planning
— Unverified Interpretable Fault Detection using Projections of Mutual Information Matrix Jul 21, 2020 Density Estimation Fault Detection
Code Code Available Interactive Inference under Information Constraints Jul 21, 2020 Density Estimation
— Unverified Generative Flows with Matrix Exponential Jul 19, 2020 Density Estimation
Code Code Available Strudel: Learning Structured-Decomposable Probabilistic Circuits Jul 18, 2020 Density Estimation
Code Code Available Estimation of time-varying kernel densities and chronology of the impact of COVID-19 on financial markets Jul 17, 2020 Density Estimation
— Unverified Optimal Coreset for Gaussian Kernel Density Estimation Jul 15, 2020 Density Estimation
— Unverified Strong Uniform Consistency with Rates for Kernel Density Estimators with General Kernels on Manifolds Jul 13, 2020 Density Estimation
— Unverified Active Crowd Counting with Limited Supervision Jul 13, 2020 Active Learning Crowd Counting
— Unverified Variable Skipping for Autoregressive Range Density Estimation Jul 10, 2020 Data Augmentation Density Estimation
Code Code Available Variational Inference with Continuously-Indexed Normalizing Flows Jul 10, 2020 Bayesian Inference Density Estimation
Code Code Available Learning Differential Equations that are Easy to Solve Jul 9, 2020 Density Estimation Time Series
Code Code Available Non-parametric Models for Non-negative Functions Jul 8, 2020 Density Estimation quantile regression
Code Code Available Statistical post-processing of wind speed forecasts using convolutional neural networks Jul 8, 2020 Density Estimation quantile regression
— Unverified Efficient computation and analysis of distributional Shapley values Jul 2, 2020 Binary Classification Density Estimation
— Unverified Sliced Iterative Normalizing Flows Jul 1, 2020 Density Estimation Image Generation
Code Code Available Robust Kernel Density Estimation with Median-of-Means principle Jun 30, 2020 Density Estimation
Code Code Available VAE-KRnet and its applications to variational Bayes Jun 29, 2020 Density Estimation Dimensionality Reduction
— Unverified Kernel Density Estimation based Factored Relevance Model for Multi-Contextual Point-of-Interest Recommendation Jun 28, 2020 Density Estimation
— Unverified Maximum Multiscale Entropy and Neural Network Regularization Jun 25, 2020 Density Estimation
— Unverified Laplacian Mixture Model Point Based Registration Jun 22, 2020 Density Estimation model
— Unverified Locally Masked Convolution for Autoregressive Models Jun 22, 2020 Anomaly Detection Density Estimation
Code Code Available Transporting Robotic Swarms via Mean-Field Feedback Control Jun 20, 2020 Density Estimation Philosophy
— Unverified Denoising Diffusion Probabilistic Models Jun 19, 2020 Denoising Density Estimation
Code Code Available Neural Manifold Ordinary Differential Equations Jun 18, 2020 Density Estimation
Code Code Available Task-agnostic Out-of-Distribution Detection Using Kernel Density Estimation Jun 18, 2020 Autonomous Driving Classification
Code Code Available An Empirical Comparison of GANs and Normalizing Flows for Density Estimation Jun 17, 2020 Density Estimation
Code Code Available Density Deconvolution with Normalizing Flows Jun 16, 2020 Density Estimation Variational Inference
Code Code Available A One-Pass Private Sketch for Most Machine Learning Tasks Jun 16, 2020 BIG-bench Machine Learning Density Estimation
— Unverified Dissimilarity Mixture Autoencoder for Deep Clustering Jun 15, 2020 Clustering Deep Clustering
Code Code Available Estimation of Skill Distributions Jun 15, 2020 Density Estimation parameter estimation
— Unverified NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity Jun 11, 2020 Density Estimation Normalising Flows
Code Code Available Gaussian Gated Linear Networks Jun 10, 2020 Denoising Density Estimation
Code Code Available AR-DAE: Towards Unbiased Neural Entropy Gradient Estimation Jun 9, 2020 continuous-control Continuous Control
Code Code Available High-Dimensional Non-Parametric Density Estimation in Mixed Smooth Sobolev Spaces Jun 5, 2020 Density Estimation Vocal Bursts Intensity Prediction
— Unverified Handling missing data in model-based clustering Jun 4, 2020 Clustering Data Augmentation
— Unverified 