| Learning Interpretable Differentiable Logic Networks for Tabular Regression | May 29, 2025 | Computational Efficiencyregression | —Unverified | 0 |
| Test-Time Training Provably Improves Transformers as In-context Learners | Mar 14, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| TabNSA: Native Sparse Attention for Efficient Tabular Data Learning | Mar 12, 2025 | Deep Learningfeature selection | —Unverified | 0 |
| Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners | Mar 3, 2025 | AutoMLtabular-classification | CodeCode Available | 0 |
| TabMixer: advancing tabular data analysis with an enhanced MLP-mixer approach | Feb 21, 2025 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMs | Feb 17, 2025 | ImputationIn-Context Learning | CodeCode Available | 2 |
| What exactly has TabPFN learned to do? | Feb 13, 2025 | In-Context Learningtabular-classification | CodeCode Available | 0 |
| TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems | Feb 4, 2025 | Computational EfficiencyIn-Context Learning | —Unverified | 0 |
| Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular Classification | Jan 27, 2025 | Kolmogorov-Arnold NetworksRetrieval-augmented Generation | CodeCode Available | 0 |
| How good is my story? Towards quantitative metrics for evaluating LLM-generated XAI narratives | Dec 13, 2024 | tabular-classification | CodeCode Available | 0 |