| 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 |
