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 Obfuscation via Information Density Estimation Oct 17, 2019 Density Estimation
— Unverified Kernel density estimation based sampling for imbalanced class distribution Oct 17, 2019 Density Estimation Fraud Detection
— 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 Attentional Neural Fields for Crowd Counting Oct 1, 2019 Crowd Counting Decoder
— Unverified Relational Attention Network for Crowd Counting Oct 1, 2019 Crowd Counting Density Estimation
— 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 Online Semi-Supervised Concept Drift Detection with Density Estimation Sep 25, 2019 Density Estimation Drift Detection
— Unverified Evidence-Aware Entropy Decomposition For Active Deep Learning Sep 25, 2019 Deep Learning Density Estimation
— Unverified Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning Sep 25, 2019 Anomaly Detection Density Estimation
— Unverified Localised Generative Flows Sep 25, 2019 Density Estimation Normalising Flows
— Unverified PDE-Inspired Algorithms for Semi-Supervised Learning on Point Clouds Sep 23, 2019 Density Estimation
— Unverified A Two-Stage Stochastic Programming Model for Car-Sharing Problem using Kernel Density Estimation Sep 20, 2019 Density Estimation
— Unverified Relaxed Softmax for learning from Positive and Unlabeled data Sep 17, 2019 Density Estimation Language Modeling
— Unverified Outlier Detection in High Dimensional Data Sep 9, 2019 Density Estimation Outlier Detection
— Unverified AutoGMM: Automatic and Hierarchical Gaussian Mixture Modeling in Python Sep 6, 2019 Clustering Density Estimation
Code Code Available Conditional Density Estimation Tools in Python and R with Applications to Photometric Redshifts and Likelihood-Free Cosmological Inference Aug 30, 2019 Astronomy Density Estimation
Code Code Available Variationally Inferred Sampling Through a Refined Bound for Probabilistic Programs Aug 26, 2019 Bayesian Inference Density Estimation
Code Code Available Machine and Deep Learning for Crowd Analytics Aug 25, 2019 Deep Learning Density Estimation
— Unverified 