| Integer Programming for Causal Structure Learning in the Presence of Latent Variables | Feb 5, 2021 | Causal Inferencevalid | CodeCode Available | 0 |
| A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines | Aug 8, 2018 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| Efficient and Differentiable Conformal Prediction with General Function Classes | Feb 22, 2022 | Conformal Predictionimage-classification | CodeCode Available | 0 |
| Simulating counterfactuals | Jun 27, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Amortized Simulation-Based Frequentist Inference for Tractable and Intractable Likelihoods | Jun 13, 2023 | AstronomyEpidemiology | CodeCode Available | 0 |
| Efficient Adaptive Experimentation with Non-Compliance | May 23, 2025 | valid | CodeCode Available | 0 |
| Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization | Feb 25, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Scalable AutoML Approach Based on Graph Neural Networks | Oct 29, 2021 | AutoMLGraph Generation | CodeCode Available | 0 |
| Re-balancing Variational Autoencoder Loss for Molecule Sequence Generation | Oct 1, 2019 | valid | CodeCode Available | 0 |
| T-COL: Generating Counterfactual Explanations for General User Preferences on Variable Machine Learning Systems | Sep 28, 2023 | counterfactualvalid | CodeCode Available | 0 |
| Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System Perception | Feb 11, 2025 | Conformal PredictionUncertainty Quantification | CodeCode Available | 0 |
| Adaptive Deep Learning for High-Dimensional Hamilton-Jacobi-Bellman Equations | Jul 11, 2019 | Deep Learningvalid | CodeCode Available | 0 |
| Interpretable Natural Language Segmentation Based on Link Grammar | Nov 14, 2020 | Question AnsweringRetrieval | CodeCode Available | 0 |
| Simultaneous Inference Bands for Autocorrelations | Mar 24, 2025 | regressionTime Series | CodeCode Available | 0 |
| Simultaneous Mean-Variance Regression | Apr 5, 2018 | regressionvalid | CodeCode Available | 0 |
| An Equivariant Generative Framework for Molecular Graph-Structure Co-Design | Apr 12, 2023 | 3D geometryDrug Design | CodeCode Available | 0 |
| Interval Estimation of Coefficients in Penalized Regression Models of Insurance Data | Oct 1, 2024 | feature selectionregression | CodeCode Available | 0 |
| Online Selective Classification with Limited Feedback | Oct 27, 2021 | Classificationvalid | CodeCode Available | 0 |
| "Adversarial Examples" for Proof-of-Learning | Aug 21, 2021 | valid | CodeCode Available | 0 |
| Effects of Parametric and Non-Parametric Methods on High Dimensional Sparse Matrix Representations | Feb 7, 2022 | BIG-bench Machine Learningvalid | CodeCode Available | 0 |
| A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep Learning | May 27, 2024 | Deep Learningvalid | CodeCode Available | 0 |
| Effects of auditory distance cues and reverberation on spatial perception and listening strategies | May 23, 2025 | valid | CodeCode Available | 0 |
| Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality | Dec 17, 2024 | Predictionvalid | CodeCode Available | 0 |
| Universal Inference Meets Random Projections: A Scalable Test for Log-concavity | Nov 17, 2021 | valid | CodeCode Available | 0 |
| Benchmarking Quantum Reinforcement Learning | Jan 27, 2025 | Benchmarkingreinforcement-learning | CodeCode Available | 0 |