| Two-step penalised logistic regression for multi-omic data with an application to cardiometabolic syndrome | Aug 1, 2020 | regressionVariable Selection | CodeCode Available | 0 |
| Data-driven Inverter-based Volt/VAr Control for Partially Observable Distribution Networks | Jul 31, 2020 | regression | —Unverified | 0 |
| Biogeography-Based Optimization and Support Vector Regression for Freeway Travel Time Prediction and Feature Selection | Jul 30, 2020 | feature selectionPrediction | —Unverified | 0 |
| Very Deep Super-Resolution of Remotely Sensed Images with Mean Square Error and Var-norm Estimators as Loss Functions | Jul 30, 2020 | Predictionregression | —Unverified | 0 |
| Additive interaction modelling using I-priors | Jul 30, 2020 | Model SelectionMulti-class Classification | CodeCode Available | 0 |
| Random Forests for dependent data | Jul 30, 2020 | Decision MakingGaussian Processes | CodeCode Available | 1 |
| Accuracy and stability of solar variable selection comparison under complicated dependence structures | Jul 30, 2020 | Graph Learningregression | CodeCode Available | 0 |
| Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking | Jul 29, 2020 | Multiple Object TrackingObject | CodeCode Available | 1 |
| Truncated Linear Regression in High Dimensions | Jul 29, 2020 | compressed sensingregression | —Unverified | 0 |
| Learning Output Embeddings in Structured Prediction | Jul 29, 2020 | Predictionregression | —Unverified | 0 |
| Surrogate Locally-Interpretable Models with Supervised Machine Learning Algorithms | Jul 28, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Reachable Sets of Classifiers and Regression Models: (Non-)Robustness Analysis and Robust Training | Jul 28, 2020 | General Classificationregression | —Unverified | 0 |
| Unconditional Quantile Regression with High Dimensional Data | Jul 27, 2020 | counterfactualquantile regression | —Unverified | 0 |
| Local Projection Inference is Simpler and More Robust Than You Think | Jul 27, 2020 | regressionvalid | CodeCode Available | 1 |
| Robust Similarity and Distance Learning via Decision Forests | Jul 27, 2020 | regression | —Unverified | 0 |
| Multi-Task Learning for Multi-Dimensional Regression: Application to Luminescence Sensing | Jul 27, 2020 | Multi-Task Learningregression | —Unverified | 0 |
| SADet: Learning An Efficient and Accurate Pedestrian Detector | Jul 26, 2020 | Human DetectionPedestrian Detection | —Unverified | 0 |
| Contrastive Visual-Linguistic Pretraining | Jul 26, 2020 | Contrastive Learningregression | CodeCode Available | 0 |
| Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement | Jul 25, 2020 | regressionSpeech Enhancement | CodeCode Available | 1 |
| Duluth at SemEval-2020 Task 12: Offensive Tweet Identification in English with Logistic Regression | Jul 25, 2020 | Language Identificationregression | —Unverified | 0 |
| Posterior Consistency of Semi-Supervised Regression on Graphs | Jul 25, 2020 | Clusteringregression | —Unverified | 0 |
| The Interpolation Phase Transition in Neural Networks: Memorization and Generalization under Lazy Training | Jul 25, 2020 | Memorizationregression | —Unverified | 0 |
| Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks | Jul 24, 2020 | Blood pressure estimationManagement | CodeCode Available | 1 |
| Counting Fish and Dolphins in Sonar Images Using Deep Learning | Jul 24, 2020 | Data AugmentationDeep Learning | —Unverified | 0 |
| Naïve regression requires weaker assumptions than factor models to adjust for multiple cause confounding | Jul 24, 2020 | Causal Inferenceregression | —Unverified | 0 |
