| Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive Models | Feb 7, 2018 | Clusteringfeature selection | CodeCode Available | 0 |
| Brute-Force Facial Landmark Analysis With A 140,000-Way Classifier | Feb 6, 2018 | General Classificationregression | —Unverified | 0 |
| Learning the Synthesizability of Dynamic Texture Samples | Feb 3, 2018 | regressionTexture Synthesis | —Unverified | 0 |
| Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification | Feb 3, 2018 | Breast Cancer Histology Image ClassificationGeneral Classification | —Unverified | 0 |
| On the Generalizability of Linear and Non-Linear Region of Interest-Based Multivariate Regression Models for fMRI Data | Feb 3, 2018 | Experimental Designregression | —Unverified | 0 |
| Convolutional neural network-based regression for depth prediction in digital holography | Feb 2, 2018 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Linearized Binary Regression | Feb 1, 2018 | regression | —Unverified | 0 |
| Greedy Active Learning Algorithm for Logistic Regression Models | Feb 1, 2018 | Active LearningBinary Classification | —Unverified | 0 |
| Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal Discovery | Jan 31, 2018 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| TransRev: Modeling Reviews as Translations from Users to Items | Jan 30, 2018 | Product RecommendationRecommendation Systems | —Unverified | 0 |
| Spherical CNNs | Jan 30, 2018 | Computational Efficiencyregression | CodeCode Available | 0 |
| Sliding Line Point Regression for Shape Robust Scene Text Detection | Jan 30, 2018 | Curved Text Detectionobject-detection | CodeCode Available | 0 |
| Sparse and Low-rank Tensor Estimation via Cubic Sketchings | Jan 29, 2018 | regressionTensor Decomposition | —Unverified | 0 |
| Deep Learning based Retinal OCT Segmentation | Jan 29, 2018 | Deep Learningregression | —Unverified | 0 |
| Joint Voxel and Coordinate Regression for Accurate 3D Facial Landmark Localization | Jan 28, 2018 | 3D Facial Landmark LocalizationDepth Estimation | —Unverified | 0 |
| Development and application of a machine learning supported methodology for measurement and verification (M&V) 2.0 | Jan 24, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Numerical Coordinate Regression with Convolutional Neural Networks | Jan 23, 2018 | Pose Estimationregression | CodeCode Available | 0 |
| Variable Prioritization in Nonlinear Black Box Methods: A Genetic Association Case Study | Jan 22, 2018 | regressionVariable Selection | CodeCode Available | 0 |
| Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms | Jan 22, 2018 | regression | —Unverified | 0 |
| Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification | Jan 21, 2018 | Bayesian InferenceDecoder | —Unverified | 0 |
| Optimal Rates for Spectral Algorithms with Least-Squares Regression over Hilbert Spaces | Jan 20, 2018 | regression | —Unverified | 0 |
| A Work Zone Simulation Model for Travel Time Prediction in a Connected Vehicle Environment | Jan 20, 2018 | Model Selectionregression | —Unverified | 0 |
| Capital Structure in U.S., a Quantile Regression Approach with Macroeconomic Impacts | Jan 20, 2018 | quantile regressionregression | —Unverified | 0 |
| SCUT-FBP5500: A Diverse Benchmark Dataset for Multi-Paradigm Facial Beauty Prediction | Jan 19, 2018 | Facial Beauty PredictionGeneral Classification | CodeCode Available | 0 |
| When Does Stochastic Gradient Algorithm Work Well? | Jan 18, 2018 | General Classificationregression | —Unverified | 0 |
| Deep Neural Networks for Survival Analysis Based on a Multi-Task Framework | Jan 17, 2018 | regressionSurvival Analysis | CodeCode Available | 0 |
| 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 |
| PixelLink: Detecting Scene Text via Instance Segmentation | Jan 4, 2018 | Instance Segmentationregression | CodeCode Available | 0 |
| A Greedy Search Tree Heuristic for Symbolic Regression | Jan 4, 2018 | regressionSymbolic Regression | —Unverified | 0 |
| Gradient-based Optimization for Regression in the Functional Tensor-Train Format | Jan 3, 2018 | regression | —Unverified | 0 |
| Evaluation of a novel GA-based methodology for model structure selection: The GA-PARSIMONY | Jan 3, 2018 | feature selectionregression | CodeCode Available | 0 |
| Tensor Contraction & Regression Networks | Jan 1, 2018 | regression | —Unverified | 0 |
| Distribution Regression Network | Jan 1, 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 |
| 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 |
| A Composite Quantile Fourier Neural Network for Multi-Step Probabilistic Forecasting of Nonstationary Univariate Time Series | Dec 27, 2017 | FormPrediction Intervals | —Unverified | 0 |
| Network-Scale Traffic Modeling and Forecasting with Graphical Lasso and Neural Networks | Dec 25, 2017 | GPRMulti-Task Learning | —Unverified | 0 |
| Kernel Regression with Sparse Metric Learning | Dec 25, 2017 | Dimensionality ReductionMetric 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 |
| Automatic Image Cropping for Visual Aesthetic Enhancement Using Deep Neural Networks and Cascaded Regression | Dec 25, 2017 | Image Croppingregression | —Unverified | 0 |
| Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression | Dec 25, 2017 | parameter estimationregression | —Unverified | 0 |
| Overcomplete Frame Thresholding for Acoustic Scene Analysis | Dec 25, 2017 | Action DetectionActivity Detection | —Unverified | 0 |
| Transfer Regression via Pairwise Similarity Regularization | Dec 23, 2017 | regressionTransfer Learning | —Unverified | 0 |