| On the interplay between data structure and loss function in classification problems | Mar 9, 2021 | valid | CodeCode Available | 0 |
| Supervised Dimensionality Reduction for Big Data | Sep 5, 2017 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 |
| Can LLMs perform structured graph reasoning? | Feb 2, 2024 | BenchmarkingNavigate | CodeCode Available | 0 |
| Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning | May 1, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 0 |
| Exploring conversation topics in conversational artificial intelligence–Based social mediated communities of practice | May 11, 2022 | Topic Modelsvalid | CodeCode Available | 0 |
| GiFT: Gibbs Fine-Tuning for Code Generation | Feb 17, 2025 | Code Generationvalid | CodeCode Available | 0 |
| Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models | Apr 2, 2024 | Distractor GenerationIn-Context Learning | CodeCode Available | 0 |
| Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker | Dec 8, 2016 | GPRvalid | CodeCode Available | 0 |
| An Unsupervised Method for Estimating the Global Horizontal Irradiance from Photovoltaic Power Measurements | Jun 21, 2017 | valid | CodeCode Available | 0 |
| Variational Inference with Latent Space Quantization for Adversarial Resilience | Mar 24, 2019 | Quantizationvalid | CodeCode Available | 0 |
| Globally Normalized Reader | Sep 8, 2017 | Data AugmentationQuestion Answering | CodeCode Available | 0 |
| Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling | Apr 21, 2020 | General ClassificationLanguage Modeling | CodeCode Available | 0 |
| Predicting distributions with Linearizing Belief Networks | Nov 17, 2015 | DenoisingFacial expression generation | CodeCode Available | 0 |
| Conformation Generation using Transformer Flows | Nov 16, 2024 | valid | CodeCode Available | 0 |
| A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing | Apr 30, 2020 | Machine TranslationSentence | CodeCode Available | 0 |
| Goal-constrained Planning Domain Model Verification of Safety Properties | Nov 22, 2018 | valid | CodeCode Available | 0 |
| Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders | Jun 5, 2019 | DenoisingImage Segmentation | CodeCode Available | 0 |
| Enhancing Interpretability and Generalizability in Extended Isolation Forests | Oct 9, 2023 | Anomaly DetectionFeature Importance | CodeCode Available | 0 |
| Selective Inference for Changepoint detection by Recurrent Neural Network | Nov 25, 2023 | Selection biasTime Series | CodeCode Available | 0 |
| Can Transformers Reason in Fragments of Natural Language? | Nov 10, 2022 | valid | CodeCode Available | 0 |
| Learning Non-Vacuous Generalization Bounds from Optimization | Jun 9, 2022 | Generalization Boundsvalid | CodeCode Available | 0 |
| Conformal Recursive Feature Elimination | May 29, 2024 | Conformal Predictionfeature selection | CodeCode Available | 0 |
| Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding | Jun 14, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees | Jul 3, 2020 | Point Processesvalid | CodeCode Available | 0 |
| Calibration Strategies for Robust Causal Estimation: Theoretical and Empirical Insights on Propensity Score-Based Estimators | Mar 21, 2025 | Causal Inferencevalid | CodeCode Available | 0 |
