| Bayesian Inference for Neighborhood Filters With Application in Denoising | Jun 1, 2015 | Bayesian InferenceColor Image Denoising | —Unverified | 0 |
| A Fast and Flexible Algorithm for the Graph-Fused Lasso | May 24, 2015 | parameter estimation | CodeCode Available | 0 |
| Learning Dynamic Feature Selection for Fast Sequential Prediction | May 22, 2015 | BenchmarkingDependency Parsing | —Unverified | 0 |
| Towards stability and optimality in stochastic gradient descent | May 10, 2015 | parameter estimation | —Unverified | 0 |
| 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 |
