| 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 |
