| Fast Kernel Methods for Generic Lipschitz Losses via p-Sparsified Sketches | Jun 8, 2022 | quantile regressionregression | CodeCode Available | 0 |
| Conformalized High-Density Quantile Regression via Dynamic Prototypes-based Probability Density Estimation | Nov 2, 2024 | Density Estimationquantile regression | CodeCode Available | 0 |
| Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction | Oct 20, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| Endogenous Macrodynamics in Algorithmic Recourse | Aug 16, 2023 | counterfactualvalid | CodeCode Available | 0 |
| Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning | Jun 10, 2021 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Bounding Treatment Effects by Pooling Limited Information across Observations | Nov 9, 2021 | valid | CodeCode Available | 0 |
| Newton-based maximum likelihood estimation in nonlinear state space models | Feb 12, 2015 | parameter estimationState Space Models | CodeCode Available | 0 |
| BOBBY2: Buffer Based Robust High-Speed Object Tracking | Oct 18, 2019 | ObjectObject Tracking | CodeCode Available | 0 |
| Improvement over Pinball Loss Support Vector Machine | Jun 2, 2021 | Binary Classificationvalid | CodeCode Available | 0 |
| Sequence Modeling via Segmentations | Feb 24, 2017 | Segmentationspeech-recognition | CodeCode Available | 0 |
| EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction | Jul 1, 2022 | Document-level Relation ExtractionJoint Entity and Relation Extraction | CodeCode Available | 0 |
| Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation | Jun 5, 2021 | Dialogue EvaluationOpen-Domain Dialog | CodeCode Available | 0 |
| QASC: A Dataset for Question Answering via Sentence Composition | Oct 25, 2019 | Common Sense ReasoningMulti-hop Question Answering | CodeCode Available | 0 |
| Employing self-supervised learning models for cross-linguistic child speech maturity classification | Jun 10, 2025 | Self-Supervised Learningvalid | CodeCode Available | 0 |
| Martingale Methods for Sequential Estimation of Convex Functionals and Divergences | Mar 16, 2021 | valid | CodeCode Available | 0 |
| Conformal Frequency Estimation with Sketched Data | Apr 8, 2022 | valid | CodeCode Available | 0 |
| QKSA: Quantum Knowledge Seeking Agent | Jul 3, 2021 | Artificial LifeGeneral Reinforcement Learning | CodeCode Available | 0 |
| Conformalized Credal Set Predictors | Feb 16, 2024 | Conformal PredictionNatural Language Inference | CodeCode Available | 0 |
| Assessing the Reliability of Large Language Model Knowledge | Oct 15, 2023 | HallucinationKnowledge Probing | CodeCode Available | 0 |
| Sequential Kernelized Independence Testing | Dec 14, 2022 | valid | CodeCode Available | 0 |
| Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference | Oct 5, 2020 | Computational EfficiencyImage Segmentation | CodeCode Available | 0 |
| Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design | Dec 3, 2020 | Reinforcement Learning (RL)Transfer Learning | CodeCode Available | 0 |
| Valid Conformal Prediction for Dynamic GNNs | May 29, 2024 | Conformal PredictionDynamic graph embedding | CodeCode Available | 0 |
| Ego-Pose Estimation and Forecasting as Real-Time PD Control | Jun 7, 2019 | Egocentric Pose EstimationHuman Pose Forecasting | CodeCode Available | 0 |
| Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation | Jul 7, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
