| On Instrumental Variable Regression for Deep Offline Policy Evaluation | May 21, 2021 | regressionReinforcement Learning (RL) | CodeCode Available | 0 |
| Incorporating domain knowledge into neural-guided search via in situ priors and constraints | May 20, 2021 | AutoMLregression | —Unverified | 0 |
| Hierarchical Non-Stationary Temporal Gaussian Processes With L^1-Regularization | May 20, 2021 | Gaussian Processesregression | —Unverified | 0 |
| Fixed-k Tail Regression: New Evidence on Tax and Wealth Inequality from Forbes 400 | May 20, 2021 | regressionTime Series Analysis | —Unverified | 0 |
| Segmentation of high dimensional means over multi-dimensional change points and connections to regression trees | May 20, 2021 | Astronomyregression | —Unverified | 0 |
| Neural networks with superexpressive activations and integer weights | May 20, 2021 | regression | —Unverified | 0 |
| Aleatoric uncertainty for Errors-in-Variables models in deep regression | May 19, 2021 | regressionVariational Inference | —Unverified | 0 |
| L1 Regression with Lewis Weights Subsampling | May 19, 2021 | regression | —Unverified | 0 |
| Physical Constraint Embedded Neural Networks for inference and noise regulation | May 19, 2021 | regressionSymbolic Regression | —Unverified | 0 |
| Achieving Fairness with a Simple Ridge Penalty | May 18, 2021 | FairnessModel Selection | —Unverified | 0 |
| Conformal Prediction using Conditional Histograms | May 18, 2021 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 1 |
| LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction | May 18, 2021 | Lexical Complexity PredictionPOS | —Unverified | 0 |
| Univariate Long-Term Municipal Water Demand Forecasting | May 18, 2021 | Demand ForecastingManagement | —Unverified | 0 |
| Modeling the EdNet Dataset with Logistic Regression | May 17, 2021 | regression | —Unverified | 0 |
| Classifying variety of customer's online engagement for churn prediction with mixed-penalty logistic regression | May 17, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Joint Optimization of Hadamard Sensing and Reconstruction in Compressed Sensing Fluorescence Microscopy | May 17, 2021 | compressed sensingregression | CodeCode Available | 0 |
| Deep regression for uncertainty-aware and interpretable analysis of large-scale body MRI | May 17, 2021 | regression | —Unverified | 0 |
| Studying the association of online brand importance with museum visitors: An application of the semantic brand score | May 17, 2021 | Diversityregression | —Unverified | 0 |
| AgeFlow: Conditional Age Progression and Regression with Normalizing Flows | May 15, 2021 | AttributeKnowledge Distillation | CodeCode Available | 1 |
| mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines | May 14, 2021 | Model Selectionregression | CodeCode Available | 1 |
| Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition | May 14, 2021 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Post-processing Multi-Model Medium-Term Precipitation Forecasts Using Convolutional Neural Networks | May 14, 2021 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Privacy-preserving Logistic Regression with Secret Sharing | May 14, 2021 | Privacy Preservingregression | CodeCode Available | 0 |
| Efficient Least Squares Monte-Carlo Technique for PFE/EE Calculations | May 14, 2021 | regression | —Unverified | 0 |
| A Monotone Approximate Dynamic Programming Approach for the Stochastic Scheduling, Allocation, and Inventory Replenishment Problem: Applications to Drone and Electric Vehicle Battery Swap Stations | May 14, 2021 | regressionScheduling | —Unverified | 0 |
