| Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA | May 8, 2015 | ClusteringMulti-Label Classification | CodeCode Available | 0 |
| When and why are log-linear models self-normalizing? | May 1, 2015 | Computational EfficiencyGeneralization Bounds | —Unverified | 0 |
| Adaptive Randomized Dimension Reduction on Massive Data | Apr 13, 2015 | Dimensionality Reductionparameter estimation | —Unverified | 0 |
| Shared latent subspace modelling within Gaussian-Binary Restricted Boltzmann Machines for NIST i-Vector Challenge 2014 | Mar 18, 2015 | parameter estimationSpeaker Verification | —Unverified | 0 |
| Parameter estimation and bifurcation analysis of stochastic models of gene regulatory networks: tensor-structured methods | Mar 15, 2015 | parameter estimation | —Unverified | 0 |
| Deep Clustered Convolutional Kernels | Mar 6, 2015 | Clusteringparameter estimation | —Unverified | 0 |
| Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification | Mar 1, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Parameter estimation in softmax decision-making models with linear objective functions | Feb 16, 2015 | Decision Makingparameter estimation | —Unverified | 0 |
| Probabilistic Models for High-Order Projective Dependency Parsing | Feb 14, 2015 | Dependency Parsingparameter estimation | —Unverified | 0 |
| Newton-based maximum likelihood estimation in nonlinear state space models | Feb 12, 2015 | parameter estimationState Space Models | CodeCode Available | 0 |
