A Deep and Tractable Density Estimator Oct 7, 2013 Density Estimation Image Generation
— Unverified Learning Distributions over Logical Forms for Referring Expression Generation Oct 1, 2013 Density Estimation Referring Expression
— Unverified SKYNET: an efficient and robust neural network training tool for machine learning in astronomy Sep 3, 2013 Astronomy BIG-bench Machine Learning
— Unverified Inconsistency of Pitman-Yor process mixtures for the number of components Aug 30, 2013 Density Estimation
— Unverified Model-Based Policy Gradients with Parameter-Based Exploration by Least-Squares Conditional Density Estimation Jul 19, 2013 Density Estimation Reinforcement Learning
— Unverified On-line Bayesian parameter estimation in general non-linear state-space models: A tutorial and new results Jul 12, 2013 Density Estimation parameter estimation
— Unverified Particle approximations of the score and observed information matrix for parameter estimation in state space models with linear computational cost Jun 4, 2013 Density Estimation parameter estimation
— Unverified RNADE: The real-valued neural autoregressive density-estimator Jun 2, 2013 Density Estimation
— Unverified Fully-Connected CRFs with Non-Parametric Pairwise Potential Jun 1, 2013 Denoising Density Estimation
— Unverified Kernel Null Space Methods for Novelty Detection Jun 1, 2013 Density Estimation Novelty Detection
— Unverified Cumulative Attribute Space for Age and Crowd Density Estimation Jun 1, 2013 Age Estimation Attribute
— Unverified Robust Feature Matching with Alternate Hough and Inverted Hough Transforms Jun 1, 2013 Density Estimation
— Unverified Efficient Density Estimation via Piecewise Polynomial Approximation May 14, 2013 Density Estimation
— Unverified Clustering Unclustered Data: Unsupervised Binary Labeling of Two Datasets Having Different Class Balances May 1, 2013 Clustering Density Estimation
— Unverified Symmetry-Aware Marginal Density Estimation Apr 9, 2013 Density Estimation
— Unverified ClusterCluster: Parallel Markov Chain Monte Carlo for Dirichlet Process Mixtures Apr 8, 2013 Density Estimation Time Series
— Unverified Improved Anomaly Detection in Crowded Scenes via Cell-based Analysis of Foreground Speed, Size and Texture Apr 3, 2013 Anomaly Detection Density Estimation
— Unverified A Semiparametric Bayesian Extreme Value Model Using a Dirichlet Process Mixture of Gamma Densities Apr 2, 2013 Density Estimation
— Unverified Estimating a sharp convergence bound for randomized ensembles Mar 4, 2013 Binary Classification Density Estimation
— Unverified Understanding Boltzmann Machine and Deep Learning via A Confident Information First Principle Feb 16, 2013 Density Estimation Dimensionality Reduction
— Unverified Probabilistic Low-Rank Subspace Clustering Dec 1, 2012 Clustering Density Estimation
— Unverified Persistent Homology for Learning Densities with Bounded Support Dec 1, 2012 Density Estimation
— Unverified The Time-Marginalized Coalescent Prior for Hierarchical Clustering Dec 1, 2012 Clustering Density Estimation
— Unverified Gradient density estimation in arbitrary finite dimensions using the method of stationary phase Nov 13, 2012 Density Estimation
— Unverified Laplace approximation for logistic Gaussian process density estimation and regression Nov 1, 2012 Bayesian Inference Density Estimation
Code Code Available Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation Oct 22, 2012 Density Estimation Model Selection
— Unverified Representation Learning: A Review and New Perspectives Jun 24, 2012 Density Estimation Representation Learning
Code Code Available Fast Nonparametric Conditional Density Estimation Jun 20, 2012 Density Estimation Prediction Intervals
Code Code Available Warped Mixtures for Nonparametric Cluster Shapes Jun 8, 2012 Density Estimation
Code Code Available Sparse projections onto the simplex Jun 7, 2012 Density Estimation
— Unverified Scalable Training of Mixture Models via Coresets Dec 1, 2011 Density Estimation
— Unverified A Non-Parametric Approach to Dynamic Programming Dec 1, 2011 Density Estimation
— Unverified Learning k-Modal Distributions via Testing Jul 13, 2011 Density Estimation
— Unverified Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable Dec 1, 2010 Density Estimation Stochastic Optimization
— Unverified Complete gradient clustering algorithm for features analysis of x-ray images Apr 30, 2010 Clustering Density Estimation
— Unverified Linear-time Algorithms for Pairwise Statistical Problems Dec 1, 2009 BIG-bench Machine Learning Density Estimation
— Unverified Submanifold density estimation Dec 1, 2009 Density Estimation
— Unverified Efficient Bregman Range Search Dec 1, 2009 Density Estimation Information Retrieval
— Unverified Point-Set Registration: Coherent Point Drift May 15, 2009 Density Estimation
Code Code Available Estimation of Information Theoretic Measures for Continuous Random Variables Dec 1, 2008 Density Estimation
— Unverified Performance analysis for L\_2 kernel classification Dec 1, 2008 Classification Density Estimation
— Unverified Near-minimax recursive density estimation on the binary hypercube Dec 1, 2008 Density Estimation
— Unverified The Gaussian Process Density Sampler Dec 1, 2008 Density Estimation
— Unverified Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation Dec 1, 2007 Density Estimation Model Selection
— Unverified 