| Identifying Elasticities in Autocorrelated Time Series Using Causal Graphs | Sep 23, 2024 | Time Seriesvalid | CodeCode Available | 0 |
| Identifying Misinformation on YouTube through Transcript Contextual Analysis with Transformer Models | Jul 22, 2023 | ArticlesClassification | CodeCode Available | 0 |
| Conformalized Survival Analysis | Mar 17, 2021 | Conformal PredictionPrediction Intervals | CodeCode Available | 0 |
| Estimation and Inference of Heterogeneous Treatment Effects using Random Forests | Oct 14, 2015 | Marketingvalid | CodeCode Available | 0 |
| Identifying the Units of Measurement in Tabular Data | Nov 23, 2021 | valid | CodeCode Available | 0 |
| Estimating the effective dimension of large biological datasets using Fisher separability analysis | Jan 18, 2019 | valid | CodeCode Available | 0 |
| Conformalized Quantile Regression | May 8, 2019 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction | Jul 22, 2024 | regressionvalid | CodeCode Available | 0 |
| EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization Formulations | Feb 20, 2025 | Combinatorial Optimizationvalid | CodeCode Available | 0 |
| Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal Inference | Jun 21, 2024 | PredictionPrediction Intervals | CodeCode Available | 0 |
| Image Inpainting with Learnable Bidirectional Attention Maps | Sep 3, 2019 | DecoderImage Inpainting | CodeCode Available | 0 |
| Syntactic Interchangeability in Word Embedding Models | Apr 1, 2019 | POSvalid | CodeCode Available | 0 |
| Building Conformal Prediction Intervals with Approximate Message Passing | Oct 21, 2024 | BenchmarkingConformal Prediction | CodeCode Available | 0 |
| End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes | May 25, 2023 | Bayesian OptimisationInductive Bias | CodeCode Available | 0 |
| Achieving Risk Control in Online Learning Settings | May 18, 2022 | Conformal PredictionDepth Estimation | CodeCode Available | 0 |
| Syntax Customized Video Captioning by Imitating Exemplar Sentences | Dec 2, 2021 | DecoderDiversity | CodeCode Available | 0 |
| Implicit Discourse Relation Identification for Open-domain Dialogues | Jul 9, 2019 | Implicit Discourse Relation ClassificationImplicit Relations | CodeCode Available | 0 |
| Syntax-Directed Variational Autoencoder for Structured Data | Feb 24, 2018 | DecoderTranslation | CodeCode Available | 0 |
| Conformalized Interval Arithmetic with Symmetric Calibration | Aug 20, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Implicit regularization of deep residual networks towards neural ODEs | Sep 3, 2023 | valid | CodeCode Available | 0 |
| ReshapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure Reconstruction | Dec 11, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Importance Weighted Adversarial Discriminative Transfer for Anomaly Detection | May 14, 2021 | Anomaly Detectionvalid | CodeCode Available | 0 |
| Breaking the Symmetries of Indistinguishable Objects | Mar 21, 2025 | valid | CodeCode Available | 0 |
| Importance Weighting Can Help Large Language Models Self-Improve | Aug 19, 2024 | Language Modellingvalid | CodeCode Available | 0 |
| An explainability framework for cortical surface-based deep learning | Mar 15, 2022 | AnatomyDeep Learning | CodeCode Available | 0 |
| 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 |