| Evaluation of Parallel Tempering to Accelerate Bayesian Parameter Estimation in Systems Biology | Jan 30, 2018 | parameter estimation | CodeCode Available | 0 |
| Fast Point Spread Function Modeling with Deep Learning | Jan 23, 2018 | Deep Learningparameter estimation | —Unverified | 0 |
| Estimation of Variance and Spatial Correlation Width for Fine-scale Measurement Error in Digital Elevation Model | Jan 23, 2018 | parameter estimation | —Unverified | 0 |
| On the estimation of correlation in a binary sequence model | Dec 27, 2017 | parameter estimation | —Unverified | 0 |
| Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression | Dec 25, 2017 | parameter estimationregression | —Unverified | 0 |
| On Statistical Optimality of Variational Bayes | Dec 25, 2017 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| A Mixture of Matrix Variate Bilinear Factor Analyzers | Dec 22, 2017 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| DOA and Polarization Estimation for Non-Circular Signals in 3-D Millimeter Wave Polarized Massive MIMO Systems | Dec 15, 2017 | parameter estimation | —Unverified | 0 |
| Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations | Dec 13, 2017 | Evolutionary AlgorithmsGeneral Classification | —Unverified | 0 |
| Basic Thresholding Classification | Dec 8, 2017 | ClassificationFace Identification | —Unverified | 0 |
| SERKET: An Architecture for Connecting Stochastic Models to Realize a Large-Scale Cognitive Model | Dec 4, 2017 | parameter estimation | CodeCode Available | 0 |
| On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models | Dec 1, 2017 | parameter estimation | —Unverified | 0 |
| Model evidence from nonequilibrium simulations | Dec 1, 2017 | modelparameter estimation | —Unverified | 0 |
| Accelerated Optimization in the PDE Framework: Formulations for the Active Contour Case | Nov 27, 2017 | parameter estimation | —Unverified | 0 |
| Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation with LIGO Data | Nov 21, 2017 | Gravitational Wave Detectionparameter estimation | —Unverified | 0 |
| Review on Parameter Estimation in HMRF | Nov 20, 2017 | parameter estimation | —Unverified | 0 |
| Neural Network Based Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction | Nov 18, 2017 | parameter estimationQ-Learning | —Unverified | 0 |
| Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation: Results with Advanced LIGO Data | Nov 8, 2017 | Gravitational Wave Detectionparameter estimation | —Unverified | 0 |
| Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations | Nov 6, 2017 | Dimensionality Reductionparameter estimation | —Unverified | 0 |
| Grammar Induction for Minimalist Grammars using Variational Bayesian Inference : A Technical Report | Oct 31, 2017 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
| Learning neural trans-dimensional random field language models with noise-contrastive estimation | Oct 30, 2017 | parameter estimationspeech-recognition | —Unverified | 0 |
| On the challenges of learning with inference networks on sparse, high-dimensional data | Oct 17, 2017 | parameter estimationVariational Inference | CodeCode Available | 0 |
| Transport Effects on Multiple-Component Reactions in Optical Biosensors | Oct 12, 2017 | parameter estimation | —Unverified | 0 |
| Lagged Exact Bayesian Online Changepoint Detection with Parameter Estimation | Oct 9, 2017 | parameter estimation | CodeCode Available | 0 |
| Dictionary-Free MRI PERK: Parameter Estimation via Regression with Kernels | Oct 6, 2017 | parameter estimationregression | —Unverified | 0 |