| Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets | Dec 16, 2024 | Uncertainty Quantificationvalid | CodeCode Available | 0 |
| Direct Encoding of Declare Constraints in ASP | Dec 13, 2024 | valid | CodeCode Available | 0 |
| Learning Structural Causal Models from Ordering: Identifiable Flow Models | Dec 13, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Temporal Numeric Planning with Patterns | Dec 12, 2024 | valid | —Unverified | 0 |
| Training Data Reconstruction: Privacy due to Uncertainty? | Dec 11, 2024 | valid | —Unverified | 0 |
| Inference after discretizing time-varying unobserved heterogeneity | Dec 10, 2024 | valid | —Unverified | 0 |
| Mask prior-guided denoising diffusion improves inverse protein folding | Dec 10, 2024 | DenoisingProtein Folding | CodeCode Available | 1 |
| Automatic Doubly Robust Forests | Dec 10, 2024 | Computational Efficiencyvalid | —Unverified | 0 |
| Large Language Models: An Applied Econometric Framework | Dec 9, 2024 | valid | —Unverified | 0 |
| Probabilistic Targeted Factor Analysis | Dec 9, 2024 | valid | CodeCode Available | 0 |
| M^3-20M: A Large-Scale Multi-Modal Molecule Dataset for AI-driven Drug Design and Discovery | Dec 8, 2024 | Drug DesignMolecular Property Prediction | CodeCode Available | 2 |
| SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision | Dec 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Confidence Diagram of Nonparametric Ranking for Uncertainty Assessment in Large Language Models Evaluation | Dec 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions | Dec 7, 2024 | ChatbotCommon Sense Reasoning | —Unverified | 0 |
| Unsupervised Hyperspectral and Multispectral Image Fusion via Self-Supervised Modality Decoupling | Dec 6, 2024 | AllSelf-Supervised Learning | CodeCode Available | 0 |
| Exploring the Influence of Label Aggregation on Minority Voices: Implications for Dataset Bias and Model Training | Dec 5, 2024 | valid | —Unverified | 0 |
| How well behaved is finite dimensional Diffusion Maps? | Dec 5, 2024 | valid | —Unverified | 0 |
| System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT | Dec 4, 2024 | valid | —Unverified | 0 |
| Topology Reconstruction of a Class of Electrical Networks with Limited Boundary Measurements | Dec 4, 2024 | valid | —Unverified | 0 |
| Endogenous Heteroskedasticity in Linear Models | Dec 3, 2024 | valid | —Unverified | 0 |
| PrefixLLM: LLM-aided Prefix Circuit Design | Dec 3, 2024 | Text Generationvalid | CodeCode Available | 0 |
| A Dimension-Agnostic Bootstrap Anderson-Rubin Test For Instrumental Variable Regressions | Dec 2, 2024 | valid | —Unverified | 0 |
| Patent-publication pairs for the detection of knowledge transfer from research to industry: reducing ambiguities with word embeddings and references | Dec 1, 2024 | text similarityTransfer Learning | —Unverified | 0 |
| Density-Calibrated Conformal Quantile Regression | Nov 29, 2024 | PredictionPrediction Intervals | —Unverified | 0 |
| Calculation of time-optimal motion primitives for systems exhibiting oscillatory internal dynamics | Nov 28, 2024 | Motion PlanningTrajectory Planning | —Unverified | 0 |
| Distribution-Free Calibration of Statistical Confidence Sets | Nov 28, 2024 | Conformal PredictionUncertainty Quantification | CodeCode Available | 0 |
| Measuring Risk of Bias in Biomedical Reports: The RoBBR Benchmark | Nov 28, 2024 | valid | CodeCode Available | 0 |
| A Flexible Defense Against the Winner's Curse | Nov 27, 2024 | Selection biasvalid | —Unverified | 0 |
| Optimized Conformal Selection: Powerful Selective Inference After Conformity Score Optimization | Nov 27, 2024 | Drug DiscoveryModel Optimization | CodeCode Available | 0 |
| Local Learning for Covariate Selection in Nonparametric Causal Effect Estimation with Latent Variables | Nov 25, 2024 | valid | —Unverified | 0 |
| VaLiD: Mitigating the Hallucination of Large Vision Language Models by Visual Layer Fusion Contrastive Decoding | Nov 24, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Selective Inference for Time-Varying Effect Moderation | Nov 24, 2024 | valid | —Unverified | 0 |
| Summarizing Bayesian Nonparametric Mixture Posterior -- Sliced Optimal Transport Metrics for Gaussian Mixtures | Nov 22, 2024 | Density Estimationvalid | CodeCode Available | 0 |
| Clustering with Potential Multidimensionality: Inference and Practice | Nov 20, 2024 | Clusteringvalid | —Unverified | 0 |
| Testability of Instrumental Variables in Additive Nonlinear, Non-Constant Effects Models | Nov 19, 2024 | valid | —Unverified | 0 |
| Exploring Eye Tracking to Detect Cognitive Load in Complex Virtual Reality Training | Nov 18, 2024 | Pupil Dilationvalid | —Unverified | 0 |
| The Role of Accuracy and Validation Effectiveness in Conversational Business Analytics | Nov 18, 2024 | Text to SQLText-To-SQL | —Unverified | 0 |
| On the physics of nested Markov models: a generalized probabilistic theory perspective | Nov 18, 2024 | valid | —Unverified | 0 |
| Program Evaluation with Remotely Sensed Outcomes | Nov 17, 2024 | Causal Inferencevalid | —Unverified | 0 |
| Conformation Generation using Transformer Flows | Nov 16, 2024 | valid | CodeCode Available | 0 |
| Learning Quantitative Automata Modulo Theories | Nov 15, 2024 | Active Learningvalid | —Unverified | 0 |
| A Self-Supervised Robotic System for Autonomous Contact-Based Spatial Mapping of Semiconductor Properties | Nov 15, 2024 | valid | CodeCode Available | 0 |
| A Chinese Multi-label Affective Computing Dataset Based on Social Media Network Users | Nov 13, 2024 | Marketingvalid | CodeCode Available | 1 |
| VALTEST: Automated Validation of Language Model Generated Test Cases | Nov 13, 2024 | HumanEvalLanguage Modeling | —Unverified | 0 |
| Probably approximately correct high-dimensional causal effect estimation given a valid adjustment set | Nov 12, 2024 | PAC learningvalid | —Unverified | 0 |
| Stochastic MPC for Finite Gaussian Mixture Disturbances with Guarantees | Nov 12, 2024 | Model Predictive Controlvalid | —Unverified | 0 |
| Regret Minimization and Statistical Inference in Online Decision Making with High-dimensional Covariates | Nov 10, 2024 | Decision Makingvalid | —Unverified | 0 |
| Assessing the Answerability of Queries in Retrieval-Augmented Code Generation | Nov 8, 2024 | Code GenerationLanguage Modeling | —Unverified | 0 |
| Differential Privacy in Continual Learning: Which Labels to Update? | Nov 7, 2024 | Continual Learningvalid | —Unverified | 0 |
| Finding Control Invariant Sets via Lipschitz Constants of Linear Programs | Nov 7, 2024 | valid | —Unverified | 0 |