Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation Oct 14, 2016 Classification Density Estimation
— Unverified Combining local and global smoothing in multivariate density estimation Oct 7, 2016 Clustering Density Estimation
— Unverified Non-Parametric Cluster Significance Testing with Reference to a Unimodal Null Distribution Oct 5, 2016 Clustering Density Estimation
— Unverified Density Estimation with Distribution Element Trees Oct 2, 2016 Density Estimation
— Unverified A Discriminative Framework for Anomaly Detection in Large Videos Sep 28, 2016 Anomaly Detection Density Estimation
— Unverified Multiplicative LSTM for sequence modelling Sep 26, 2016 Density Estimation Language Modelling
Code Code Available Learning HMMs with Nonparametric Emissions via Spectral Decompositions of Continuous Matrices Sep 21, 2016 Density Estimation
Code Code Available A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning Sep 14, 2016 Density Estimation General Classification
— Unverified Efficient Multi-Frequency Phase Unwrapping using Kernel Density Estimation Aug 18, 2016 Density Estimation valid
— Unverified Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems Jul 27, 2016 Density Estimation Heart rate estimation
— Unverified Kernel Density Estimation for Dynamical Systems Jul 13, 2016 Density Estimation
— Unverified A Local Density-Based Approach for Local Outlier Detection Jun 28, 2016 Density Estimation Object
— Unverified Estimating the class prior and posterior from noisy positives and unlabeled data Jun 28, 2016 Classification Density Estimation
— Unverified A parallelizable sampling method for parameter inference of large biochemical reaction models Jun 27, 2016 Density Estimation
— Unverified Predicting Ambulance Demand: Challenges and Methods Jun 16, 2016 Density Estimation Management
— Unverified Conditional Image Generation with PixelCNN Decoders Jun 16, 2016 Conditional Image Generation Decoder
Code Code Available Deep Learning for Music Jun 15, 2016 Deep Learning Density Estimation
Code Code Available Fast and Extensible Online Multivariate Kernel Density Estimation Jun 8, 2016 Computational Efficiency Density Estimation
— Unverified Rotation Invariant Angular Descriptor Via A Bandlimited Gaussian-like Kernel Jun 8, 2016 Density Estimation Human Detection
— Unverified Better Conditional Density Estimation for Neural Networks Jun 7, 2016 Density Estimation
— Unverified Statistical Pattern Recognition for Driving Styles Based on Bayesian Probability and Kernel Density Estimation Jun 3, 2016 Density Estimation
— Unverified Density estimation using Real NVP May 27, 2016 BIG-bench Machine Learning Density Estimation
Code Code Available Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation May 20, 2016 Density Estimation
Code Code Available Neural Autoregressive Distribution Estimation May 7, 2016 Density Estimation Image Generation
Code Code Available Methods for Sparse and Low-Rank Recovery under Simplex Constraints May 2, 2016 compressed sensing Density Estimation
— Unverified Learning Arbitrary Sum-Product Network Leaves with Expectation-Maximization Apr 25, 2016 Density Estimation
— Unverified One-Shot Generalization in Deep Generative Models Mar 16, 2016 BIG-bench Machine Learning Density Estimation
— Unverified Optimized Kernel Entropy Components Mar 9, 2016 Density Estimation
— Unverified Learning to Generate with Memory Feb 24, 2016 Density Estimation Image Generation
Code Code Available Density-based Denoising of Point Cloud Feb 17, 2016 Clustering Denoising
— Unverified A Kernel Test of Goodness of Fit Feb 9, 2016 Density Estimation
Code Code Available Semantic Place Descriptors for Classification and Map Discovery Jan 22, 2016 Classification Density Estimation
— Unverified Nonparametric semi-supervised learning of class proportions Jan 8, 2016 Density Estimation
Code Code Available Histogram Meets Topic Model: Density Estimation by Mixture of Histograms Dec 25, 2015 Density Estimation
— Unverified Clustering by Deep Nearest Neighbor Descent (D-NND): A Density-based Parameter-Insensitive Clustering Method Dec 7, 2015 Clustering Density Estimation
— Unverified COUNT Forest: CO-Voting Uncertain Number of Targets Using Random Forest for Crowd Density Estimation Dec 1, 2015 Density Estimation Scene Understanding
— Unverified Matrix Manifold Optimization for Gaussian Mixtures Dec 1, 2015 Density Estimation parameter estimation
— Unverified Probabilistic Segmentation via Total Variation Regularization Nov 16, 2015 Density Estimation Segmentation
— Unverified Learning Nonparametric Forest Graphical Models with Prior Information Nov 12, 2015 Density Estimation
— Unverified Sparse Density Trees and Lists: An Interpretable Alternative to High-Dimensional Histograms Oct 22, 2015 Density Estimation Vocal Bursts Intensity Prediction
Code Code Available Density Estimation via Discrepancy Sep 23, 2015 Density Estimation
— Unverified Importance Weighted Autoencoders Sep 1, 2015 Density Estimation
Code Code Available Towards universal neural nets: Gibbs machines and ACE Aug 26, 2015 Density Estimation General Classification
Code Code Available Universal Approximation of Edge Density in Large Graphs Aug 6, 2015 Clustering Density Estimation
— Unverified Bayesian mixtures of spatial spline regressions Aug 4, 2015 Clustering Density Estimation
— Unverified A PCA-Based Change Detection Framework for Multidimensional Data Streams: Change Detection in Multidimensional Data Streams Aug 1, 2015 Change Detection Density Estimation
— Unverified Regularized Multi-Task Learning for Multi-Dimensional Log-Density Gradient Estimation Aug 1, 2015 Clustering Density Estimation
— Unverified MixEst: An Estimation Toolbox for Mixture Models Jul 22, 2015 Clustering Density Estimation
Code Code Available Unsupervised Decision Forest for Data Clustering and Density Estimation Jul 15, 2015 Clustering Density Estimation
— Unverified Fast rates in statistical and online learning Jul 9, 2015 Density Estimation Learning Theory
— Unverified 