| Statistical Robust Chinese Remainder Theorem for Multiple Numbers: Wrapped Gaussian Mixture Model | Nov 28, 2018 | Clusteringparameter estimation | —Unverified | 0 |
| Estimation of Ornstein-Uhlenbeck Process Using Ultra-High-Frequency Data with Application to Intraday Pairs Trading Strategy | Nov 22, 2018 | parameter estimation | —Unverified | 0 |
| Reduced-order modeling with artificial neurons for gravitational-wave inference | Nov 13, 2018 | parameter estimationTime Series | CodeCode Available | 0 |
| Unifying Gaussian LWF and AMP Chain Graphs to Model Interference | Nov 11, 2018 | parameter estimation | —Unverified | 0 |
| A Factor Graph Approach to Automated Design of Bayesian Signal Processing Algorithms | Nov 8, 2018 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
| Sets of autoencoders with shared latent spaces | Nov 6, 2018 | parameter estimation | CodeCode Available | 0 |
| Affine Jump-Diffusions: Stochastic Stability and Limit Theorems | Oct 31, 2018 | parameter estimation | —Unverified | 0 |
| An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering | Oct 31, 2018 | ClusteringGeneral Classification | —Unverified | 0 |
| Model parameter estimation using coherent structure coloring | Oct 31, 2018 | modelparameter estimation | —Unverified | 0 |
| Regularized Maximum Likelihood Estimation and Feature Selection in Mixtures-of-Experts Models | Oct 29, 2018 | Clusteringfeature selection | —Unverified | 0 |
| Concealing the identity of faces in oblique images with adaptive hopping Gaussian mixtures | Oct 29, 2018 | Face Recognitionparameter estimation | —Unverified | 0 |
| Implicit Modeling with Uncertainty Estimation for Intravoxel Incoherent Motion Imaging | Oct 22, 2018 | parameter estimation | —Unverified | 0 |
| Multilinear SVD for Millimeter Wave Channel Parameter Estimation | Oct 19, 2018 | parameter estimation | —Unverified | 0 |
| Variational Noise-Contrastive Estimation | Oct 18, 2018 | parameter estimationVariational Inference | CodeCode Available | 1 |
| High-dimensional Varying Index Coefficient Models via Stein's Identity | Oct 16, 2018 | parameter estimationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| A Block Coordinate Descent Proximal Method for Simultaneous Filtering and Parameter Estimation | Oct 16, 2018 | parameter estimation | —Unverified | 0 |
| Perfusion parameter estimation using neural networks and data augmentation | Oct 11, 2018 | Data AugmentationDecision Making | —Unverified | 0 |
| Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes | Oct 11, 2018 | Gaussian Processesparameter estimation | —Unverified | 0 |
| DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks | Oct 2, 2018 | parameter estimation | CodeCode Available | 0 |
| Parameter Estimation for the Single-Look G^0 Distribution | Sep 29, 2018 | parameter estimation | —Unverified | 0 |
| Sparse-Group Bayesian Feature Selection Using Expectation Propagation for Signal Recovery and Network Reconstruction | Sep 25, 2018 | feature selectionparameter estimation | CodeCode Available | 0 |
| Beyond Binomial and Negative Binomial: Adaptation in Bernoulli Parameter Estimation | Sep 24, 2018 | parameter estimation | —Unverified | 0 |
| Fast, Precise Myelin Water Quantification using DESS MRI and Kernel Learning | Sep 24, 2018 | parameter estimation | CodeCode Available | 0 |
| On the Information in Extreme Measurements for Parameter Estimation | Sep 23, 2018 | Data Compressionparameter estimation | —Unverified | 0 |
| A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation | Sep 14, 2018 | Deep Learningparameter estimation | —Unverified | 0 |
| Solving Non-identifiable Latent Feature Models | Sep 11, 2018 | parameter estimation | —Unverified | 0 |
| Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency | Sep 6, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Parameter-wise co-clustering for high-dimensional data | Aug 25, 2018 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Dropout is a special case of the stochastic delta rule: faster and more accurate deep learning | Aug 10, 2018 | parameter estimation | CodeCode Available | 0 |
| Global optimization using Gaussian Processes to estimate biological parameters from image data | Jul 26, 2018 | Gaussian Processesglobal-optimization | —Unverified | 0 |
| Few-Shot Adaptation for Multimedia Semantic Indexing | Jul 19, 2018 | Few-Shot Learningparameter estimation | —Unverified | 0 |
| Asset Price Bubbles: An Option-based Indicator | Jul 14, 2018 | parameter estimation | —Unverified | 0 |
| A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning | Jul 11, 2018 | Capacity EstimationObject Localization | —Unverified | 0 |
| Ranking Distributions based on Noisy Sorting | Jul 1, 2018 | parameter estimation | —Unverified | 0 |
| Sounderfeit: Cloning a Physical Model using a Conditional Adversarial Autoencoder | Jun 25, 2018 | parameter estimationResynthesis | —Unverified | 0 |
| Conditional Noise-Contrastive Estimation of Unnormalised Models | Jun 10, 2018 | Density EstimationOpen-Ended Question Answering | —Unverified | 0 |
| An Estimation and Analysis Framework for the Rasch Model | Jun 9, 2018 | Collaborative Filteringparameter estimation | —Unverified | 0 |
| Parameter estimation and treatment optimization in a stochastic model for immunotherapy of cancer | Jun 5, 2018 | parameter estimation | —Unverified | 0 |
| Data-Free/Data-Sparse Softmax Parameter Estimation with Structured Class Geometries | Jun 3, 2018 | parameter estimation | —Unverified | 0 |
| Optimal Clustering under Uncertainty | Jun 2, 2018 | Clusteringparameter estimation | —Unverified | 0 |
| Learning Nonlinear Brain Dynamics: van der Pol Meets LSTM | May 24, 2018 | Data Augmentationparameter estimation | —Unverified | 0 |
| Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator | May 23, 2018 | Demand Forecastingparameter estimation | —Unverified | 0 |
| A Parameter Estimation of Fractional Order Grey Model Based on Adaptive Dynamic Cat Swarm Algorithm | May 22, 2018 | parameter estimationPrediction | —Unverified | 0 |
| Variational based Mixed Noise Removal with CNN Deep Learning Regularization | May 21, 2018 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Comments on "Momentum fractional LMS for power signal parameter estimation" | May 19, 2018 | parameter estimation | —Unverified | 0 |
| Antenna Switching Sequence Design for Channel Sounding in a Fast Time-varying Channel | May 17, 2018 | parameter estimation | —Unverified | 0 |
| Joint Analysis of Individual-level and Summary-level GWAS Data by Leveraging Pleiotropy | Apr 30, 2018 | parameter estimation | —Unverified | 0 |
| Simultaneous Parameter Learning and Bi-Clustering for Multi-Response Models | Apr 29, 2018 | Clusteringparameter estimation | —Unverified | 0 |
| Multi-locus data distinguishes between population growth and multiple merger coalescents | Apr 19, 2018 | Experimental DesignModel Selection | CodeCode Available | 0 |
| Unbiased Learning to Rank with Unbiased Propensity Estimation | Apr 16, 2018 | Learning-To-Rankparameter estimation | CodeCode Available | 0 |