| Discovering Ancestral Instrumental Variables for Causal Inference from Observational Data | Jun 4, 2022 | Causal Inferencevalid | CodeCode Available | 0 |
| Learning Nearest Neighbor Graphs from Noisy Distance Samples | May 30, 2019 | valid | CodeCode Available | 0 |
| Direct Encoding of Declare Constraints in ASP | Dec 13, 2024 | valid | CodeCode Available | 0 |
| A Deep Discontinuity-Preserving Image Registration Network | Jul 9, 2021 | Image RegistrationMedical Image Registration | CodeCode Available | 0 |
| A Large Dimensional Study of Regularized Discriminant Analysis Classifiers | Nov 1, 2017 | valid | CodeCode Available | 0 |
| Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime | Jun 6, 2022 | valid | CodeCode Available | 0 |
| Optimal Experimental Design for Staggered Rollouts | Nov 9, 2019 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks | May 6, 2019 | Bayesian OptimizationData Augmentation | CodeCode Available | 0 |
| O^2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection | Jan 14, 2021 | Breast Cancer Detectionvalid | CodeCode Available | 0 |
| A principled framework to assess the information-theoretic fitness of brain functional sub-circuits | Jun 26, 2024 | valid | CodeCode Available | 0 |
| Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation | Apr 29, 2019 | Data AugmentationDenoising | CodeCode Available | 0 |
| Learning Realistic Joint Space Boundaries for Range of Motion Analysis of Healthy and Impaired Human Arms | Nov 17, 2023 | valid | CodeCode Available | 0 |
| Learning Representations of Instruments for Partial Identification of Treatment Effects | Oct 11, 2024 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Learning Representations without Compositional Assumptions | May 31, 2023 | Representation Learningvalid | CodeCode Available | 0 |
| Text-Transport: Toward Learning Causal Effects of Natural Language | Oct 31, 2023 | AttributeCausal Inference | CodeCode Available | 0 |
| Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape Collections | Jun 17, 2022 | Motion Detectionmotion prediction | CodeCode Available | 0 |
| DINN360: Deformable Invertible Neural Network for Latitude-Aware 360deg Image Rescaling | Jan 1, 2023 | Image Rescalingvalid | CodeCode Available | 0 |
| Combining Evidence Across Filtrations | Feb 15, 2024 | valid | CodeCode Available | 0 |
| A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction | Dec 18, 2017 | FormPrediction | CodeCode Available | 0 |
| Optimal Recovery from Inaccurate Data in Hilbert Spaces: Regularize, but what of the Parameter? | Nov 4, 2021 | valid | CodeCode Available | 0 |
| Learning the Regularization Strength for Deep Fine-Tuning via a Data-Emphasized Variational Objective | Oct 25, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Modeling Disclosive Transparency in NLP Application Descriptions | Jan 2, 2021 | FairnessLanguage Modeling | CodeCode Available | 0 |
| Learning to Characterize Matching Experts | Dec 2, 2020 | Data Integrationvalid | CodeCode Available | 0 |
| Towards a Perspectivist Turn in Argument Quality Assessment | Feb 20, 2025 | valid | CodeCode Available | 0 |
| Learning to Compose: Improving Object Centric Learning by Injecting Compositionality | May 1, 2024 | ObjectSystematic Generalization | CodeCode Available | 0 |
