| Divide and Recombine for Large and Complex Data: Model Likelihood Functions using MCMC | Jan 15, 2018 | regression | —Unverified | 0 |
| Non Intrusive Load Monitoring in Chaotic Switching Networks | Jan 12, 2018 | Non-Intrusive Load Monitoringregression | —Unverified | 0 |
| Data-driven forecasting of solar irradiance | Jan 10, 2018 | Predictionregression | —Unverified | 0 |
| Adversarial Perturbation Intensity Achieving Chosen Intra-Technique Transferability Level for Logistic Regression | Jan 6, 2018 | regression | CodeCode Available | 0 |
| A Greedy Search Tree Heuristic for Symbolic Regression | Jan 4, 2018 | regressionSymbolic Regression | —Unverified | 0 |
| PixelLink: Detecting Scene Text via Instance Segmentation | Jan 4, 2018 | Instance Segmentationregression | CodeCode Available | 0 |
| Evaluation of a novel GA-based methodology for model structure selection: The GA-PARSIMONY | Jan 3, 2018 | feature selectionregression | CodeCode Available | 0 |
| Gradient-based Optimization for Regression in the Functional Tensor-Train Format | Jan 3, 2018 | regression | —Unverified | 0 |
| Recognition of Hyponymy and Meronymy Relations in Word Embeddings for Polish | Jan 1, 2018 | regressionWord Embeddings | —Unverified | 0 |
| Learning temporal evolution of probability distribution with Recurrent Neural Network | Jan 1, 2018 | General Classificationregression | —Unverified | 0 |
| Distribution Regression Network | Jan 1, 2018 | regression | —Unverified | 0 |
| Tensor Contraction & Regression Networks | Jan 1, 2018 | regression | —Unverified | 0 |
| Initialization matters: Orthogonal Predictive State Recurrent Neural Networks | Jan 1, 2018 | regressionTime Series | —Unverified | 0 |
| Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation | Dec 31, 2017 | HippocampusImage Segmentation | —Unverified | 0 |
| Estimation and Inference on Heterogeneous Treatment Effects in High-Dimensional Dynamic Panels under Weak Dependence | Dec 28, 2017 | Causal InferenceModel Selection | —Unverified | 0 |
| Sketching for Kronecker Product Regression and P-splines | Dec 27, 2017 | regression | —Unverified | 0 |
| Tensor Regression Networks with various Low-Rank Tensor Approximations | Dec 27, 2017 | regression | CodeCode Available | 1 |
| A Composite Quantile Fourier Neural Network for Multi-Step Probabilistic Forecasting of Nonstationary Univariate Time Series | Dec 27, 2017 | FormPrediction Intervals | —Unverified | 0 |
| Kernel Regression with Sparse Metric Learning | Dec 25, 2017 | Dimensionality ReductionMetric Learning | —Unverified | 0 |
| Overcomplete Frame Thresholding for Acoustic Scene Analysis | Dec 25, 2017 | Action DetectionActivity Detection | —Unverified | 0 |
| Network-Scale Traffic Modeling and Forecasting with Graphical Lasso and Neural Networks | Dec 25, 2017 | GPRMulti-Task Learning | —Unverified | 0 |
| A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression | Dec 25, 2017 | regression | —Unverified | 0 |
| Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression | Dec 25, 2017 | parameter estimationregression | —Unverified | 0 |
| Automatic Image Cropping for Visual Aesthetic Enhancement Using Deep Neural Networks and Cascaded Regression | Dec 25, 2017 | Image Croppingregression | —Unverified | 0 |
| Transfer Regression via Pairwise Similarity Regularization | Dec 23, 2017 | regressionTransfer Learning | —Unverified | 0 |
