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 Unconstrained Monotonic Neural Networks Aug 14, 2019 Density Estimation Variational Inference
Code Code Available Robust parametric modeling of Alzheimer's disease progression Aug 14, 2019 Density Estimation
— Unverified 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 Attend To Count: Crowd Counting with Adaptive Capacity Multi-scale CNNs Aug 7, 2019 Crowd Counting Density Estimation
— Unverified Continuous Graph Flow Aug 7, 2019 Density Estimation Graph Generation
— 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 Neural Spline Flows Jun 10, 2019 Density Estimation Variational Inference
Code Code Available Reconstruction and Membership Inference Attacks against Generative Models Jun 7, 2019 Density Estimation Inference Attack
Code Code Available Residual Flows for Invertible Generative Modeling Jun 6, 2019 Density Estimation Image Generation
Code Code Available Toward a Characterization of Loss Functions for Distribution Learning Jun 6, 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 Cubic-Spline Flows Jun 5, 2019 Density Estimation
— Unverified Effective LHC measurements with matrix elements and machine learning Jun 4, 2019 BIG-bench Machine Learning Density Estimation
— Unverified Temporal Density Extrapolation using a Dynamic Basis Approach Jun 3, 2019 Density Estimation
— Unverified Smoothing Structured Decomposable Circuits Jun 1, 2019 Density Estimation
Code Code Available Leveraging Heterogeneous Auxiliary Tasks to Assist Crowd Counting Jun 1, 2019 Crowd Counting Density Estimation
— Unverified A Generative Adversarial Density Estimator Jun 1, 2019 Density Estimation Visual Dialog
— Unverified Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks Jun 1, 2019 Crowd Counting Decoder
— Unverified AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows May 30, 2019 Density Estimation Domain Adaptation
Code Code Available Kernel Conditional Density Operators May 27, 2019 Density Estimation Gaussian Processes
— Unverified A unified construction for series representations and finite approximations of completely random measures May 26, 2019 Clustering Density Estimation
— Unverified Bivariate Beta-LSTM May 25, 2019 Caption Generation Density Estimation
Code Code Available HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference May 25, 2019 Bayesian Inference Density Estimation
Code Code Available Dirac Delta Regression: Conditional Density Estimation with Clinical Trials May 24, 2019 Causal Inference Density Estimation
Code Code Available Geometric Estimation of Multivariate Dependency May 21, 2019 Density Estimation
— Unverified Crowd Density Estimation using Novel Feature Descriptor May 15, 2019 Crowd Counting Density Estimation
— Unverified Deep Unsupervised Cardinality Estimation May 10, 2019 Density Estimation
Code Code Available Best-scored Random Forest Density Estimation May 9, 2019 Density Estimation
— Unverified 