| A Robust Statistical Analysis of the Role of Hydropower on the System Electricity Price and Price Volatility | Mar 4, 2022 | quantile regressionregression | —Unverified | 0 |
| A Robust UCB Scheme for Active Learning in Regression from Strategic Crowds | Jan 25, 2016 | Active Learningparameter estimation | —Unverified | 0 |
| A Role for Prior Knowledge in Statistical Classification of the Transition from MCI to Alzheimer's Disease | Nov 28, 2020 | ClassificationClinical Knowledge | —Unverified | 0 |
| A unified spectra analysis workflow for the assessment of microbial contamination of ready to eat green salads: Comparative study and application of non-invasive sensors | Mar 21, 2019 | feature selectionregression | —Unverified | 0 |
| ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos | Sep 2, 2022 | regressionSurgical phase recognition | —Unverified | 0 |
| Artificial Intelligence-Assisted Optimization and Multiphase Analysis of Polygon PEM Fuel Cells | Apr 10, 2022 | regression | —Unverified | 0 |
| Artificial Lateral Line Based Relative State Estimation for Two Adjacent Robotic Fish | Jun 23, 2020 | regressionState Estimation | —Unverified | 0 |
| Approximation Properties of Variational Bayes for Vector Autoregressions | Mar 2, 2019 | Bayesian Inferenceregression | —Unverified | 0 |
| Active Online Domain Adaptation | Jun 12, 2020 | Domain AdaptationOnline Domain Adaptation | —Unverified | 0 |
| A Safe Screening Rule for Sparse Logistic Regression | Jul 16, 2013 | feature selectionregression | —Unverified | 0 |
| Agnostic Proper Learning of Halfspaces under Gaussian Marginals | Feb 10, 2021 | regression | —Unverified | 0 |
| Agnostic Sample Compression Schemes for Regression | Oct 3, 2018 | Open-Ended Question Answeringregression | —Unverified | 0 |
| Active Output Selection Strategies for Multiple Learning Regression Models | Nov 29, 2020 | Active Learningregression | —Unverified | 0 |
| Approximation of RKHS Functionals by Neural Networks | Mar 18, 2024 | regressionTime Series | —Unverified | 0 |
| A Semiparametric Gaussian Copula Regression Model for Predicting Financial Risks from Earnings Calls | Jun 1, 2014 | Question Answeringregression | —Unverified | 0 |
| A Gaussian Process Regression Model for Distribution Inputs | Jan 31, 2017 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions | Jun 2, 2020 | Combinatorial Optimizationregression | —Unverified | 0 |
| Gram-Gauss-Newton Method: Learning Overparameterized Neural Networks for Regression Problems | May 28, 2019 | regressionSecond-order methods | —Unverified | 0 |
| A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning | May 25, 2024 | GPUregression | —Unverified | 0 |
| A Simple Algorithm for Semi-supervised Learning with Improved Generalization Error Bound | Jun 27, 2012 | regression | —Unverified | 0 |
| A Simple and Adaptive Confidence Interval when Nuisance Parameters Satisfy an Inequality | Sep 16, 2024 | regressionvalid | —Unverified | 0 |
| A simple but powerful tail index regression | Sep 20, 2024 | regression | —Unverified | 0 |
| A simple DNN regression for the chemical composition in essential oil | Dec 17, 2024 | Experimental Designregression | —Unverified | 0 |
| A Simplified Analysis of SGD for Linear Regression with Weight Averaging | Jun 18, 2025 | regressionScheduling | —Unverified | 0 |
| Approximation Bounds for Transformer Networks with Application to Regression | Apr 16, 2025 | regression | —Unverified | 0 |
