| Learning Robust Decision Policies from Observational Data | Jun 3, 2020 | Conformal Predictionvalid | —Unverified | 0 | 0 |
| An Upper Confidence Bound Approach to Estimating the Maximum Mean | Aug 8, 2024 | valid | —Unverified | 0 | 0 |
| Learning Structural Causal Models from Ordering: Identifiable Flow Models | Dec 13, 2024 | Causal Inferencecounterfactual | —Unverified | 0 | 0 |
| Learning Synchronous Grammar Patterns for Assisted Writing for Second Language Learners | Nov 1, 2017 | valid | —Unverified | 0 | 0 |
| Learning the Globally Optimal Distributed LQ Regulator | May 30, 2020 | valid | —Unverified | 0 | 0 |
| ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search | Oct 20, 2023 | Decision Makingvalid | —Unverified | 0 | 0 |
| An Upper Bound of the Bias of Nadaraya-Watson Kernel Regression under Lipschitz Assumptions | Jan 29, 2020 | regressionvalid | —Unverified | 0 | 0 |
| Wetland Quality as a Determinant of Economic Value of Ecosystem Services: an Exploration | Oct 3, 2022 | Decision Makingregression | —Unverified | 0 | 0 |
| Learning to Communicate Using Counterfactual Reasoning | Jun 12, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Topic Aware Neural Language Model: Domain Adaptation of Unconditional Text Generation Models | Sep 29, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 | 0 |
| Learning to Counterfactually Explain Recommendations | Nov 17, 2022 | counterfactualRecommendation Systems | —Unverified | 0 | 0 |
| AntibodyFlow: Normalizing Flow Model for Designing Antibody Complementarity-Determining Regions | Jun 19, 2024 | Drug Discoveryvalid | —Unverified | 0 | 0 |
| Learning to design drug-like molecules in three-dimensional space using deep generative models | Apr 17, 2021 | Drug Designvalid | —Unverified | 0 | 0 |
| Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework | Nov 16, 2021 | valid | —Unverified | 0 | 0 |
| SG-VAE: Scene Grammar Variational Autoencoder to generate new indoor scenes | Dec 10, 2019 | valid | —Unverified | 0 | 0 |
| Accurate Remaining Useful Life Prediction with Uncertainty Quantification: a Deep Learning and Nonstationary Gaussian Process Approach | Sep 23, 2021 | ManagementPrediction | —Unverified | 0 | 0 |
| Learning to Insert for Constructive Neural Vehicle Routing Solver | May 20, 2025 | Model OptimizationPosition | —Unverified | 0 | 0 |
| Answering Legal Questions by Learning Neural Attentive Text Representation | Dec 1, 2020 | ArticlesQuestion Answering | —Unverified | 0 | 0 |
| Learning to Race through Coordinate Descent Bayesian Optimisation | Feb 17, 2018 | Bayesian OptimisationCar Racing | —Unverified | 0 | 0 |
| Learning to Read by Spelling: Towards Unsupervised Text Recognition | Sep 23, 2018 | Unsupervised Text Recognitionvalid | —Unverified | 0 | 0 |
| What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis | Feb 19, 2025 | HallucinationLanguage Modeling | —Unverified | 0 | 0 |
| Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning | Aug 22, 2024 | Self-Supervised Learningvalid | —Unverified | 0 | 0 |
| Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension | Aug 1, 2018 | Machine Reading ComprehensionQuestion Answering | —Unverified | 0 | 0 |
| A Novel Variational Lower Bound for Inverse Reinforcement Learning | Nov 7, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Topological Tracking of Connected Components in Image Sequences | Jan 3, 2018 | valid | —Unverified | 0 | 0 |
| Topology Reconstruction of a Class of Electrical Networks with Limited Boundary Measurements | Dec 4, 2024 | valid | —Unverified | 0 | 0 |
| Least squares Monte Carlo methods in stochastic Volterra rough volatility models | May 10, 2021 | valid | —Unverified | 0 | 0 |
| A novel shape-based loss function for machine learning-based seminal organ segmentation in medical imaging | Mar 7, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Accelerating the Genetic Algorithm for Large-scale Traveling Salesman Problems by Cooperative Coevolutionary Pointer Network with Reinforcement Learning | Sep 27, 2022 | valid | —Unverified | 0 | 0 |
| Lenient Evaluation of Japanese Speech Recognition: Modeling Naturally Occurring Spelling Inconsistency | Jun 7, 2023 | Machine Translationspeech-recognition | —Unverified | 0 | 0 |
| A novel method for identifying the deep neural network model with the Serial Number | Nov 19, 2019 | valid | —Unverified | 0 | 0 |
| What can we learn about SARS-CoV-2 prevalence from testing and hospital data? | Aug 1, 2020 | valid | —Unverified | 0 | 0 |
| Leveraging Machine Learning for Official Statistics: A Statistical Manifesto | Sep 6, 2024 | Surveyvalid | —Unverified | 0 | 0 |
| Toward matrix multiplication for deep learning inference on the Xilinx Versal | Feb 15, 2023 | valid | —Unverified | 0 | 0 |
| Lifted Sequential Planning with Lazy Constraint Generation Solvers | Jul 17, 2023 | valid | —Unverified | 0 | 0 |
| A Novel Evaluation Method for Morphological Segmentation | May 1, 2016 | Segmentationvalid | —Unverified | 0 | 0 |
| Local Minima Structures in Gaussian Mixture Models | Sep 28, 2020 | valid | —Unverified | 0 | 0 |
| Likelihood Ratio Confidence Sets for Sequential Decision Making | Nov 8, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 | 0 |
| Likelihood-Ratio Regularized Quantile Regression: Adapting Conformal Prediction to High-Dimensional Covariate Shifts | Feb 18, 2025 | Conformal Predictionimage-classification | —Unverified | 0 | 0 |
| Limit Theorems for Factor Models | Sep 23, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Accelerated Optimization in the PDE Framework: Formulations for the Manifold of Diffeomorphisms | Apr 4, 2018 | Optical Flow Estimationvalid | —Unverified | 0 | 0 |
| Linear Hypothesis Testing in Dense High-Dimensional Linear Models | Oct 10, 2016 | regressionTwo-sample testing | —Unverified | 0 | 0 |
| Generation of 3D Molecules in Pockets via Language Model | May 17, 2023 | 3D Molecule GenerationDrug Design | —Unverified | 0 | 0 |
| Accelerated Parallel Non-conjugate Sampling for Bayesian Non-parametric Models | May 19, 2017 | Bayesian Inferencevalid | —Unverified | 0 | 0 |
| A novel approach to the classification of terrestrial drainage networks based on deep learning and preliminary results on Solar System bodies | Mar 6, 2021 | General Classificationvalid | —Unverified | 0 | 0 |
| Linkage between piecewise constant Mumford-Shah model and ROF model and its virtue in image segmentation | Jul 26, 2018 | Image RestorationImage Segmentation | —Unverified | 0 | 0 |
| Towards Adversarial Configurations for Software Product Lines | May 30, 2018 | BIG-bench Machine Learningvalid | —Unverified | 0 | 0 |
| Towards a General Framework for ML-based Self-tuning Databases | Nov 16, 2020 | Bayesian OptimizationReinforcement Learning (RL) | —Unverified | 0 | 0 |
| A Novel Approach to Predictive Accuracy Testing in Nested Environments | Aug 19, 2020 | valid | —Unverified | 0 | 0 |
| LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing | Jun 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |