GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation Jan 26, 2020 Density Estimation Drug Discovery
Code Code Available 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 Anomaly Detection with Density Estimation Jan 14, 2020 Anomaly Detection Density Estimation
Code Code Available Unsupervised Distribution Learning for Lunar Surface Anomaly Detection Jan 14, 2020 Anomaly Detection Density Estimation
— Unverified Learning Generative Models using Denoising Density Estimators Jan 8, 2020 Denoising Density Estimation
Code Code Available A Nonparametric Off-Policy Policy Gradient Jan 8, 2020 Density Estimation Policy Gradient Methods
Code Code Available Acceleration through spectral density estimation Jan 1, 2020 Density Estimation regression
— Unverified FedBoost: A Communication-Efficient Algorithm for Federated Learning Jan 1, 2020 Density Estimation Federated Learning
— Unverified Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data with RACE Jan 1, 2020 compressed sensing Density Estimation
— Unverified EXPLOITING SEMANTIC COHERENCE TO IMPROVE PREDICTION IN SATELLITE SCENE IMAGE ANALYSIS: APPLICATION TO DISEASE DENSITY ESTIMATION Jan 1, 2020 Density Estimation Diversity
— 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 HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting Dec 17, 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 Estimation of Auction Models with Shape Restrictions Dec 16, 2019 counterfactual Density Estimation
— Unverified Learning Mixtures of Linear Regressions in Subexponential Time via Fourier Moments Dec 16, 2019 Clustering 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 Multivariate Triangular Quantile Maps for Novelty Detection Dec 1, 2019 Density Estimation Novelty Detection
Code Code Available On Fenchel Mini-Max Learning Dec 1, 2019 Density Estimation
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 Nested conformal prediction and quantile out-of-bag ensemble methods Oct 23, 2019 Conformal Prediction Density Estimation
Code Code Available Robust modal regression with direct log-density derivative estimation Oct 18, 2019 Density Estimation regression
— Unverified Kernel density estimation based sampling for imbalanced class distribution Oct 17, 2019 Density Estimation Fraud Detection
— Unverified Obfuscation via Information Density Estimation Oct 17, 2019 Density Estimation
— Unverified Variationally Inferred Sampling Through a Refined Bound Oct 16, 2019 Bayesian Inference Density Estimation
Code Code Available Adaptive Transfer Learning of Multi-View Time Series Classification Oct 14, 2019 Classification Density Estimation
— Unverified Estimating Density Models with Truncation Boundaries using Score Matching Oct 9, 2019 Density Estimation Outlier Detection
Code Code Available Negative Sampling in Variational Autoencoders Oct 7, 2019 Density Estimation Out-of-Distribution Generalization
— Unverified FIS-GAN: GAN with Flow-based Importance Sampling Oct 6, 2019 Density Estimation Stochastic Optimization
— Unverified Relational Attention Network for Crowd Counting Oct 1, 2019 Crowd Counting Density Estimation
— Unverified Attentional Neural Fields for Crowd Counting Oct 1, 2019 Crowd Counting Decoder
— Unverified Relaxing Bijectivity Constraints with Continuously Indexed Normalising Flows Sep 30, 2019 Density Estimation Normalising Flows
Code Code Available Neural Canonical Transformation with Symplectic Flows Sep 30, 2019 Density Estimation
Code Code Available Localised Generative Flows Sep 25, 2019 Density Estimation Normalising Flows
— Unverified Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning Sep 25, 2019 Anomaly Detection Density Estimation
— Unverified Evidence-Aware Entropy Decomposition For Active Deep Learning Sep 25, 2019 Deep Learning Density Estimation
— Unverified Online Semi-Supervised Concept Drift Detection with Density Estimation Sep 25, 2019 Density Estimation Drift Detection
— Unverified PDE-Inspired Algorithms for Semi-Supervised Learning on Point Clouds Sep 23, 2019 Density Estimation
— Unverified 