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 EXPLOITING SEMANTIC COHERENCE TO IMPROVE PREDICTION IN SATELLITE SCENE IMAGE ANALYSIS: APPLICATION TO DISEASE DENSITY ESTIMATION Jan 1, 2020 Density Estimation Diversity
— Unverified Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data with RACE Jan 1, 2020 compressed sensing Density Estimation
— Unverified FedBoost: A Communication-Efficient Algorithm for Federated Learning Jan 1, 2020 Density Estimation Federated Learning
— Unverified Acceleration through spectral density estimation Jan 1, 2020 Density Estimation regression
— Unverified Projection pursuit based on Gaussian mixtures and evolutionary algorithms Dec 27, 2019 Density Estimation Evolutionary Algorithms
— Unverified An improper estimator with optimal excess risk in misspecified density estimation and logistic regression Dec 23, 2019 Density Estimation regression
— Unverified Temporal Normalizing Flows Dec 19, 2019 Density Estimation
Code Code Available APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection Dec 17, 2019 Adversarial Robustness Density Estimation
Code Code Available HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting Dec 17, 2019 Density Estimation
Code Code Available Learning Mixtures of Linear Regressions in Subexponential Time via Fourier Moments Dec 16, 2019 Clustering Density Estimation
— Unverified Estimation of Auction Models with Shape Restrictions Dec 16, 2019 counterfactual Density Estimation
— Unverified 3D-GMNet: Single-View 3D Shape Recovery as A Gaussian Mixture Dec 10, 2019 3D Reconstruction Density Estimation
— Unverified Feature-aware Adaptation and Density Alignment for Crowd Counting in Video Surveillance Dec 8, 2019 Crowd Counting Density Estimation
— Unverified Sub-linear RACE Sketches for Approximate Kernel Density Estimation on Streaming Data Dec 4, 2019 Density Estimation
— Unverified On Fenchel Mini-Max Learning Dec 1, 2019 Density Estimation
Code Code Available Multivariate Triangular Quantile Maps for Novelty Detection Dec 1, 2019 Density Estimation Novelty Detection
Code Code Available Space and Time Efficient Kernel Density Estimation in High Dimensions Dec 1, 2019 Density Estimation Vocal Bursts Intensity Prediction
Code Code Available Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image Nov 28, 2019 Density Estimation Object
Code Code Available Using Depth for Pixel-Wise Detection of Adversarial Attacks in Crowd Counting Nov 26, 2019 Crowd Counting Density Estimation
— Unverified Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems Nov 25, 2019 Combinatorial Optimization Density Estimation
Code Code Available Histogram Transform Ensembles for Density Estimation Nov 24, 2019 Density Estimation
— Unverified Sparse Density Estimation with Measurement Errors Nov 14, 2019 Density Estimation
— Unverified Selective machine learning of doubly robust functionals Nov 5, 2019 BIG-bench Machine Learning Causal Inference
— Unverified Efficiently Learning Structured Distributions from Untrusted Batches Nov 5, 2019 Density Estimation
— Unverified Neural Density Estimation and Likelihood-free Inference Oct 29, 2019 BIG-bench Machine Learning Density Estimation
— Unverified 