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 MTCNET: Multi-task Learning Paradigm for Crowd Count Estimation Aug 23, 2019 Data Augmentation Density Estimation
— Unverified Density estimation in representation space to predict model uncertainty Aug 20, 2019 Density Estimation image-classification
— Unverified Analyzing the Fine Structure of Distributions Aug 15, 2019 Data Visualization Density Estimation
— Unverified Robust parametric modeling of Alzheimer's disease progression Aug 14, 2019 Density Estimation
— Unverified Unconstrained Monotonic Neural Networks Aug 14, 2019 Density Estimation Variational Inference
Code Code Available SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Aug 11, 2019 Anomaly Detection Density Estimation
— Unverified Bias and variance reduction and denoising for CTF Estimation Aug 9, 2019 Denoising Density Estimation
— Unverified Continuous Graph Flow Aug 7, 2019 Density Estimation Graph Generation
— Unverified Attend To Count: Crowd Counting with Adaptive Capacity Multi-scale CNNs Aug 7, 2019 Crowd Counting Density Estimation
— Unverified Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting Jul 29, 2019 Crowd Counting Density Estimation
— Unverified BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood Jul 25, 2019 Density Estimation parameter estimation
— Unverified Noise Regularization for Conditional Density Estimation Jul 21, 2019 Density Estimation
Code Code Available Batch Uniformization for Minimizing Maximum Anomaly Score of DNN-based Anomaly Detection in Sounds Jul 19, 2019 Anomaly Detection Density Estimation
— Unverified Minimizers of the Empirical Risk and Risk Monotonicity Jul 11, 2019 Density Estimation
Code Code Available Geodesic Distance Estimation with Spherelets Jun 29, 2019 Clustering Density Estimation
— Unverified Anomaly Subsequence Detection with Dynamic Local Density for Time Series Jun 28, 2019 Anomaly Detection Density Estimation
— Unverified Modeling Food Popularity Dependencies using Social Media data Jun 26, 2019 Density Estimation
— Unverified Content-aware Density Map for Crowd Counting and Density Estimation Jun 17, 2019 Crowd Counting Density Estimation
— Unverified Reweighted Expectation Maximization Jun 13, 2019 Bayesian Inference Density Estimation
Code Code Available Discrepancy, Coresets, and Sketches in Machine Learning Jun 11, 2019 BIG-bench Machine Learning Density Estimation
— Unverified Reconstruction and Membership Inference Attacks against Generative Models Jun 7, 2019 Density Estimation Inference Attack
Code Code Available Toward a Characterization of Loss Functions for Distribution Learning Jun 6, 2019 Density Estimation
— Unverified Cubic-Spline Flows Jun 5, 2019 Density Estimation
— Unverified Noise Contrastive Meta-Learning for Conditional Density Estimation using Kernel Mean Embeddings Jun 5, 2019 Density Estimation Meta-Learning
— Unverified Estimating Feature-Label Dependence Using Gini Distance Statistics Jun 5, 2019 Density Estimation
Code Code Available 