| 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 |
| Finite-dimensional Gaussian approximation with linear inequality constraints | Oct 20, 2017 | parameter estimationUncertainty Quantification | CodeCode Available | 1 |
| 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 |
| Towards a Unified Compositional Model for Visual Pattern Modeling | Oct 1, 2017 | Handwritten Digit Recognitionobject-detection | —Unverified | 0 |
| PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories | Oct 1, 2017 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| A Hierarchical Probabilistic Model for Facial Feature Detection | Sep 18, 2017 | modelparameter estimation | —Unverified | 0 |
| Accelerated Reconstruction of Perfusion-Weighted MRI Enforcing Jointly Local and Nonlocal Spatio-temporal Constraints | Aug 25, 2017 | parameter estimation | —Unverified | 0 |
| Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs | Aug 25, 2017 | parameter estimationProbabilistic Programming | CodeCode Available | 0 |
| Accurate parameter estimation for Bayesian Network Classifiers using Hierarchical Dirichlet Processes | Aug 25, 2017 | General Classificationparameter estimation | CodeCode Available | 0 |
| A Tutorial on Hawkes Processes for Events in Social Media | Aug 21, 2017 | parameter estimationPoint Processes | —Unverified | 0 |
| Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications | Aug 9, 2017 | Model Selectionparameter estimation | —Unverified | 0 |
