TraDE: Transformers for Density Estimation Apr 6, 2020 Density Estimation Out-of-Distribution Detection
— Unverified Unpacking Information Bottlenecks: Unifying Information-Theoretic Objectives in Deep Learning Mar 27, 2020 Deep Learning Density Estimation
— Unverified Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge Mar 26, 2020 Bayesian Optimization Density Estimation
— Unverified Nearest Neighbor Dirichlet Mixtures Mar 17, 2020 Density Estimation Uncertainty Quantification
Code Code Available Multilevel Monte Carlo with Numerical Smoothing for Robust and Efficient Computation of Probabilities and Densities Mar 12, 2020 Density Estimation Numerical Integration
— Unverified Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning Mar 6, 2020 Density Estimation Noise Estimation
Code Code Available Optimally adaptive Bayesian spectral density estimation for stationary and nonstationary processes Mar 4, 2020 Density Estimation Time Series
— Unverified NAS-Count: Counting-by-Density with Neural Architecture Search Feb 29, 2020 Crowd Counting Decoder
— Unverified Estimating a Null Model of Scientific Image Reuse to Support Research Integrity Investigations Feb 22, 2020 Density Estimation
— Unverified Kernel interpolation with continuous volume sampling Feb 22, 2020 Density Estimation Point Processes
— Unverified Likelihood-free inference of experimental Neutrino Oscillations using Neural Spline Flows Feb 21, 2020 BIG-bench Machine Learning Density Estimation
— Unverified Gaussian Mixture Reduction with Composite Transportation Divergence Feb 19, 2020 Clustering Computational Efficiency
Code Code Available Schoenberg-Rao distances: Entropy-based and geometry-aware statistical Hilbert distances Feb 19, 2020 BIG-bench Machine Learning Density Estimation
Code Code Available On the Discrepancy between Density Estimation and Sequence Generation Feb 17, 2020 Density Estimation Machine Translation
— Unverified Universal Value Density Estimation for Imitation Learning and Goal-Conditioned Reinforcement Learning Feb 15, 2020 Density Estimation Imitation Learning
Code Code Available Average-case Acceleration Through Spectral Density Estimation Feb 12, 2020 Density Estimation regression
— Unverified Asymmetric Cell Transmission Model-Based, Ramp-Connected Robust Traffic Density Estimation under Bounded Disturbances Feb 10, 2020 Density Estimation
— Unverified Cross-modal variational inference for bijective signal-symbol translation Feb 10, 2020 Audio Generation Density Estimation
— Unverified Stochastic geometry to generalize the Mondrian Process Feb 3, 2020 Bayesian Optimization BIG-bench Machine Learning
— Unverified Expected Information Maximization: Using the I-Projection for Mixture Density Estimation Jan 23, 2020 Density Estimation Traffic Prediction
Code Code Available DDKSP: A Data-Driven Stochastic Programming Framework for Car-Sharing Relocation Problem Jan 20, 2020 Density Estimation
— Unverified Unsupervised Distribution Learning for Lunar Surface Anomaly Detection Jan 14, 2020 Anomaly Detection Density Estimation
— Unverified Anomaly Detection with Density Estimation Jan 14, 2020 Anomaly Detection Density Estimation
Code Code Available A Nonparametric Off-Policy Policy Gradient Jan 8, 2020 Density Estimation Policy Gradient Methods
Code Code Available Learning Generative Models using Denoising Density Estimators Jan 8, 2020 Denoising Density Estimation
Code Code Available 