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 