| 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 |