| A Unified Approach to Controlling Implicit Regularization via Mirror Descent | Jun 24, 2023 | Classificationregression | —Unverified | 0 | 0 |
| A Unified Approach to Extract Interpretable Rules from Tree Ensembles via Integer Programming | Jun 30, 2024 | regressionTime Series | —Unverified | 0 | 0 |
| A Unified Approach to Learning Ising Models: Beyond Independence and Bounded Width | Nov 15, 2023 | regression | —Unverified | 0 | 0 |
| A Unified Dynamic Approach to Sparse Model Selection | Oct 8, 2018 | modelModel Selection | —Unverified | 0 | 0 |
| A Unified Framework for Sparse Relaxed Regularized Regression: SR3 | Jul 14, 2018 | compressed sensingComputational Efficiency | —Unverified | 0 | 0 |
| A Unified Framework for Training Neural Networks | May 23, 2018 | General Classificationregression | —Unverified | 0 | 0 |
| A Unified Scheme of ResNet and Softmax | Sep 23, 2023 | image-classificationImage Classification | —Unverified | 0 | 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 | 0 |
| A Unified Weight Learning and Low-Rank Regression Model for Robust Complex Error Modeling | May 10, 2020 | Face Recognitionregression | —Unverified | 0 | 0 |
| A unifying approach for doubly-robust _1 regularized estimation of causal contrasts | Apr 7, 2019 | Causal InferenceEconometrics | —Unverified | 0 | 0 |
| A unifying approach on bias and variance analysis for classification | Jan 5, 2021 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| A Universal Approximation Theorem for Mixture of Experts Models | Feb 11, 2016 | General ClassificationMixture-of-Experts | —Unverified | 0 | 0 |
| Autocart -- spatially-aware regression trees for ecological and spatial modeling | Jan 20, 2021 | regression | —Unverified | 0 | 0 |
| Auto-Detection of Safety Issues in Baby Products | Apr 27, 2018 | Dimensionality Reductionregression | —Unverified | 0 | 0 |
| Autoencoder based Randomized Learning of Feedforward Neural Networks for Regression | Jul 4, 2021 | regression | —Unverified | 0 | 0 |
| Autoencoder Based Residual Deep Networks for Robust Regression Prediction and Spatiotemporal Estimation | Dec 29, 2018 | ImputationMissing Values | —Unverified | 0 | 0 |
| Autoencoder Watchdog Outlier Detection for Classifiers | Oct 24, 2020 | Outlier Detectionregression | —Unverified | 0 | 0 |
| Auto-Evaluation with Few Labels through Post-hoc Regression | Nov 19, 2024 | regression | —Unverified | 0 | 0 |
| AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models | Apr 24, 2024 | AutoMLImage Segmentation | —Unverified | 0 | 0 |
| Automated discovery of interpretable hyperelastic material models for human brain tissue with EUCLID | May 25, 2023 | Model Selectionregression | —Unverified | 0 | 0 |
| Automated Focal Loss for Image based Object Detection | Apr 19, 2019 | Objectobject-detection | —Unverified | 0 | 0 |
| Automated Learning of Interpretable Models with Quantified Uncertainty | Apr 12, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 | 0 |
| Automated Model Selection for Generalized Linear Models | Apr 25, 2024 | feature selectionmodel | —Unverified | 0 | 0 |
| Automated Speech Scoring System Under The Lens: Evaluating and interpreting the linguistic cues for language proficiency | Nov 30, 2021 | Feature Importanceregression | —Unverified | 0 | 0 |
| Automatic Cobb Angle Detection using Vertebra Detector and Vertebra Corners Regression | Oct 31, 2019 | regression | —Unverified | 0 | 0 |