| Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits | Feb 17, 2024 | Computational EfficiencyEfficient Exploration | CodeCode Available | 0 | 5 |
| Efficient online learning with kernels for adversarial large scale problems | Feb 26, 2019 | regression | CodeCode Available | 0 | 5 |
| Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in Neuroimaging | Nov 2, 2021 | Bayesian InferenceEEG | CodeCode Available | 0 | 5 |
| An Experimental Evaluation of Japanese Tokenizers for Sentiment-Based Text Classification | Dec 23, 2024 | regressiontext-classification | CodeCode Available | 0 | 5 |
| Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach | Mar 22, 2023 | Model Discoveryregression | CodeCode Available | 0 | 5 |
| Electron Energy Regression in the CMS High-Granularity Calorimeter Prototype | Sep 12, 2023 | Image ReconstructionPosition | CodeCode Available | 0 | 5 |
| Efficient expectation propagation for posterior approximation in high-dimensional probit models | Sep 4, 2023 | regression | CodeCode Available | 0 | 5 |
| Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling | Oct 19, 2020 | ImputationMissing Labels | CodeCode Available | 0 | 5 |
| Model-based Reinforcement Learning for Continuous Control with Posterior Sampling | Nov 20, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| 360^o Surface Regression with a Hyper-Sphere Loss | Sep 16, 2019 | regressionSurface Normals Estimation | CodeCode Available | 0 | 5 |
| Asymptotics for Sketching in Least Squares Regression | Oct 14, 2018 | Dimensionality Reductionregression | CodeCode Available | 0 | 5 |
| Efficient energy consumption prediction model for a data analytic-enabled industry building in a smart city | Aug 9, 2020 | Predictionregression | CodeCode Available | 0 | 5 |
| Efficient Exploration through Bayesian Deep Q-Networks | Feb 13, 2018 | Atari GamesEfficient Exploration | CodeCode Available | 0 | 5 |
| Efficient computation of predictive probabilities in probit models via expectation propagation | Sep 4, 2023 | Binary ClassificationForm | CodeCode Available | 0 | 5 |
| Effective Non-Random Extreme Learning Machine | Nov 25, 2024 | regression | CodeCode Available | 0 | 5 |
| Efficient Algorithms for Multidimensional Segmented Regression | Mar 24, 2020 | regression | CodeCode Available | 0 | 5 |
| Embarrassingly Parallel Inference for Gaussian Processes | Feb 27, 2017 | Gaussian ProcessesMixture-of-Experts | CodeCode Available | 0 | 5 |
| ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic Methods | Dec 21, 2022 | Binary Classificationregression | CodeCode Available | 0 | 5 |
| ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model | Dec 5, 2018 | Neural Network Compressionregression | CodeCode Available | 0 | 5 |
| Echoes of Socratic Doubt: Embracing Uncertainty in Calibrated Evidential Reinforcement Learning | Feb 11, 2024 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 | 5 |
| A New Look at an Old Problem: A Universal Learning Approach to Linear Regression | May 12, 2019 | regression | CodeCode Available | 0 | 5 |
| Dynamic CoVaR Modeling and Estimation | Jun 28, 2022 | regression | CodeCode Available | 0 | 5 |
| Dynamic Bayesian Learning for Spatiotemporal Mechanistic Models | Aug 12, 2022 | Gaussian Processesregression | CodeCode Available | 0 | 5 |
| The Complexity of Dynamic Least-Squares Regression | Jan 1, 2022 | regression | CodeCode Available | 0 | 5 |
| Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and Oversampling | May 25, 2018 | Ensemble Learningregression | CodeCode Available | 0 | 5 |
