| Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume | Dec 26, 2019 | regressionStereo Matching | CodeCode Available | 0 |
| Meta-analysis of heterogeneous data: integrative sparse regression in high-dimensions | Dec 26, 2019 | regressionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase | Dec 25, 2019 | Gaussian Processesregression | —Unverified | 0 |
| Attack-Resistant Federated Learning with Residual-based Reweighting | Dec 24, 2019 | Federated Learningregression | CodeCode Available | 0 |
| Broad Learning System Based on Maximum Correntropy Criterion | Dec 24, 2019 | General ClassificationIncremental Learning | —Unverified | 0 |
| Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization | Dec 24, 2019 | regression | —Unverified | 0 |
| An improper estimator with optimal excess risk in misspecified density estimation and logistic regression | Dec 23, 2019 | Density Estimationregression | —Unverified | 0 |
| Black Box Algorithm Selection by Convolutional Neural Network | Dec 22, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| On the Initialization of Long Short-Term Memory Networks | Dec 22, 2019 | Missing Valuesregression | —Unverified | 0 |
| Extraction of Heart Rate from PPG Signal: A Machine Learning Approach using Decision Tree Regression Algorithm | Dec 22, 2019 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| A Regression Framework for Predicting User's Next Location using Call Detail Records | Dec 22, 2019 | DiversityMarketing | —Unverified | 0 |
| Probability Calibration for Knowledge Graph Embedding Models | Dec 20, 2019 | Calibration for Link PredictionGraph Embedding | —Unverified | 0 |
| One-Shot Decision-Making with and without Surrogates | Dec 19, 2019 | Decision Makingregression | CodeCode Available | 0 |
| HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces | Dec 19, 2019 | Face DetectionMulti-Task Learning | —Unverified | 0 |
| Meta Decision Trees for Explainable Recommendation Systems | Dec 19, 2019 | AttributeCollaborative Filtering | —Unverified | 0 |
| Bayesian high-dimensional linear regression with generic spike-and-slab priors | Dec 19, 2019 | Model Selectionregression | —Unverified | 0 |
| Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition | Dec 19, 2019 | Face RecognitionImage Reconstruction | —Unverified | 0 |
| Analytic Continued Fractions for Regression: A Memetic Algorithm Approach | Dec 18, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Neural networks and kernel ridge regression for excited states dynamics of CH_2NH_2^+: From single-state to multi-state representations and multi-property machine learning models | Dec 18, 2019 | BIG-bench Machine Learningmolecular representation | —Unverified | 0 |
| Heteroscedastic Gaussian Process Regression on the Alkenone over Sea Surface Temperatures | Dec 18, 2019 | regression | CodeCode Available | 0 |
| Benchmarking the Neural Linear Model for Regression | Dec 18, 2019 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language | Dec 18, 2019 | ObjectObject Localization | CodeCode Available | 0 |
| Performance of regression models as a function of experiment noise | Dec 17, 2019 | regression | CodeCode Available | 0 |
| Kernel-Based Ensemble Learning in Python | Dec 17, 2019 | Ensemble LearningGeneral Classification | CodeCode Available | 0 |
| ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization | Dec 17, 2019 | Camera LocalizationOptical Flow Estimation | —Unverified | 0 |
| Extrinsic Kernel Ridge Regression Classifier for Planar Kendall Shape Space | Dec 17, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Hybrid threats as an exogenous economic shock | Dec 17, 2019 | regression | —Unverified | 0 |
| More Data Can Hurt for Linear Regression: Sample-wise Double Descent | Dec 16, 2019 | regression | CodeCode Available | 0 |
| Estimation and Validation of Ratio-based Conditional Average Treatment Effects Using Observational Data | Dec 15, 2019 | regression | —Unverified | 0 |
| Bayesian Linear Regression on Deep Representations | Dec 14, 2019 | Model-based Reinforcement Learningregression | —Unverified | 0 |
| Data-driven confidence bands for distributed nonparametric regression | Dec 13, 2019 | regression | —Unverified | 0 |
| Network Data | Dec 13, 2019 | Causal Inferenceregression | —Unverified | 0 |
| Inferring Distributions Over Depth from a Single Image | Dec 12, 2019 | Autonomous VehiclesBinary Classification | CodeCode Available | 0 |
| Sublinear Time Numerical Linear Algebra for Structured Matrices | Dec 12, 2019 | regression | —Unverified | 0 |
| Deep Learning based Multiple Regression to Predict Total Column Water Vapor (TCWV) from Physical Parameters in West Africa by using Keras Library | Dec 12, 2019 | Deep Learningregression | —Unverified | 0 |
| Towards Expressive Priors for Bayesian Neural Networks: Poisson Process Radial Basis Function Networks | Dec 12, 2019 | regression | —Unverified | 0 |
| SiamMan: Siamese Motion-aware Network for Visual Tracking | Dec 11, 2019 | General Classificationregression | —Unverified | 0 |
| Tensor Completion via Gaussian Process Based Initialization | Dec 11, 2019 | regression | —Unverified | 0 |
| Recurrent Transform Learning | Dec 11, 2019 | Demand Forecastingregression | —Unverified | 0 |
| Fenton-Wilkinson Order Statistics and German Tanks: A Case Study of an Orienteering Relay Race | Dec 10, 2019 | regression | —Unverified | 0 |
| Feature Relevance Determination for Ordinal Regression in the Context of Feature Redundancies and Privileged Information | Dec 10, 2019 | feature selectionregression | —Unverified | 0 |
| Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint | Dec 10, 2019 | regression | —Unverified | 0 |
| Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery | Dec 10, 2019 | Explainable Modelsregression | CodeCode Available | 0 |
| Tropical Geometry and Piecewise-Linear Approximation of Curves and Surfaces on Weighted Lattices | Dec 9, 2019 | regression | —Unverified | 0 |
| Logistic regression models for aggregated data | Dec 9, 2019 | Crop ClassificationGeneral Classification | —Unverified | 0 |
| Side-Aware Boundary Localization for More Precise Object Detection | Dec 9, 2019 | Objectobject-detection | CodeCode Available | 0 |
| Dually Supervised Feature Pyramid for Object Detection and Segmentation | Dec 8, 2019 | Objectobject-detection | CodeCode Available | 0 |
| Histogram Transform Ensembles for Large-scale Regression | Dec 8, 2019 | regression | —Unverified | 0 |
| Robust Deep Ordinal Regression Under Label Noise | Dec 7, 2019 | regression | —Unverified | 0 |
| Improved PAC-Bayesian Bounds for Linear Regression | Dec 6, 2019 | regressionTime Series | —Unverified | 0 |