| Neural-g: A Deep Learning Framework for Mixing Density Estimation | Jun 10, 2024 | Deep LearningDensity Estimation | CodeCode Available | 0 |
| TR2MTL: LLM based framework for Metric Temporal Logic Formalization of Traffic Rules | Jun 9, 2024 | Autonomous VehiclesIn-Context Learning | —Unverified | 0 |
| Linear Causal Representation Learning from Unknown Multi-node Interventions | Jun 9, 2024 | Representation Learningvalid | CodeCode Available | 0 |
| Coupling Machine Learning with Ontology for Robotics Applications | Jun 8, 2024 | valid | —Unverified | 0 |
| Robust Conformal Prediction Using Privileged Information | Jun 8, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Is On-Device AI Broken and Exploitable? Assessing the Trust and Ethics in Small Language Models | Jun 8, 2024 | EthicsPrompt Engineering | —Unverified | 0 |
| Asymptotic Analysis of Near-Field Coupling in Massive MISO and Massive SIMO Systems | Jun 7, 2024 | valid | —Unverified | 0 |
| CIRCUITSYNTH: Leveraging Large Language Models for Circuit Topology Synthesis | Jun 6, 2024 | valid | —Unverified | 0 |
| Stratified Prediction-Powered Inference for Hybrid Language Model Evaluation | Jun 6, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages | Jun 5, 2024 | Instruction FollowingRetrieval | CodeCode Available | 0 |
| Normalizing Flows for Conformal Regression | Jun 5, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise | Jun 5, 2024 | PredictionPrediction Intervals | CodeCode Available | 0 |
| Validity Learning on Failures: Mitigating the Distribution Shift in Autonomous Vehicle Planning | Jun 3, 2024 | Autonomous DrivingBench2Drive | —Unverified | 0 |
| Comparing Experimental and Nonexperimental Methods: What Lessons Have We Learned Four Decades After LaLonde (1986)? | Jun 2, 2024 | valid | CodeCode Available | 1 |
| Applicability of Business Intelligence Maturity Models to SMEs | May 31, 2024 | valid | —Unverified | 0 |
| Conformal Recursive Feature Elimination | May 29, 2024 | Conformal Predictionfeature selection | CodeCode Available | 0 |
| Valid Conformal Prediction for Dynamic GNNs | May 29, 2024 | Conformal PredictionDynamic graph embedding | CodeCode Available | 0 |
| Conformal Depression Prediction | May 29, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Verifiably Robust Conformal Prediction | May 29, 2024 | Conformal PredictionDeep Reinforcement Learning | CodeCode Available | 0 |
| Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice | May 29, 2024 | Decision Makingvalid | —Unverified | 0 |
| From Conformal Predictions to Confidence Regions | May 28, 2024 | Conformal PredictionPrediction Intervals | —Unverified | 0 |
| An Information Theoretic Evaluation Metric For Strong Unlearning | May 28, 2024 | CoLAMachine Unlearning | —Unverified | 0 |
| EPI-VALID : Validation of an algorithm for identifying patients with epilepsy in the SNDS using data from the CONSTANCES cohort | May 27, 2024 | Specificityvalid | —Unverified | 0 |
| Statistical Mechanism Design: Robust Pricing, Estimation, and Inference | May 27, 2024 | valid | —Unverified | 0 |
| Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels | May 27, 2024 | counterfactualvalid | —Unverified | 0 |
| Probabilistically Plausible Counterfactual Explanations with Normalizing Flows | May 27, 2024 | counterfactualFairness | —Unverified | 0 |
| A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep Learning | May 27, 2024 | Deep Learningvalid | CodeCode Available | 0 |
| Automating the Selection of Proxy Variables of Unmeasured Confounders | May 25, 2024 | valid | —Unverified | 0 |
| Global Well-posedness and Convergence Analysis of Score-based Generative Models via Sharp Lipschitz Estimates | May 25, 2024 | valid | —Unverified | 0 |
| Dynamic Latent-Factor Model with High-Dimensional Asset Characteristics | May 24, 2024 | valid | —Unverified | 0 |
| ProDAG: Projected Variational Inference for Directed Acyclic Graphs | May 24, 2024 | Causal InferenceCombinatorial Optimization | CodeCode Available | 0 |
| Bisimulation Learning | May 24, 2024 | valid | CodeCode Available | 0 |
| Conformal Classification with Equalized Coverage for Adaptively Selected Groups | May 23, 2024 | Fairnessvalid | CodeCode Available | 0 |
| Is Algorithmic Stability Testable? A Unified Framework under Computational Constraints | May 23, 2024 | Learning Theoryvalid | —Unverified | 0 |
| Certified Inventory Control of Critical Resources | May 23, 2024 | valid | —Unverified | 0 |
| Local Causal Discovery for Structural Evidence of Direct Discrimination | May 23, 2024 | Causal DiscoveryDecision Making | CodeCode Available | 0 |
| Bracket Diffusion: HDR Image Generation by Consistent LDR Denoising | May 23, 2024 | DenoisingImage Generation | —Unverified | 0 |
| Does context matter in digital pathology? | May 23, 2024 | valid | CodeCode Available | 0 |
| A Nurse is Blue and Elephant is Rugby: Cross Domain Alignment in Large Language Models Reveal Human-like Patterns | May 23, 2024 | valid | —Unverified | 0 |
| Similarity-Navigated Conformal Prediction for Graph Neural Networks | May 23, 2024 | Conformal PredictionNode Classification | CodeCode Available | 0 |
| Control, Transport and Sampling: Towards Better Loss Design | May 22, 2024 | Inductive Biasvalid | —Unverified | 0 |
| Local convergence of simultaneous min-max algorithms to differential equilibrium on Riemannian manifold | May 22, 2024 | valid | —Unverified | 0 |
| PathOCL: Path-Based Prompt Augmentation for OCL Generation with GPT-4 | May 21, 2024 | Chunkingvalid | —Unverified | 0 |
| MAGE: Model-Level Graph Neural Networks Explanations via Motif-based Graph Generation | May 21, 2024 | Graph Generationvalid | —Unverified | 0 |
| Marginal and training-conditional guarantees in one-shot federated conformal prediction | May 21, 2024 | Conformal PredictionFederated Learning | CodeCode Available | 0 |
| Inference with non-differentiable surrogate loss in a general high-dimensional classification framework | May 20, 2024 | valid | —Unverified | 0 |
| Scientific Hypothesis Generation by a Large Language Model: Laboratory Validation in Breast Cancer Treatment | May 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers | May 20, 2024 | DecoderLanguage Modelling | —Unverified | 0 |
| Are Large Language Models Moral Hypocrites? A Study Based on Moral Foundations | May 17, 2024 | valid | —Unverified | 0 |
| Defeaters and Eliminative Argumentation in Assurance 2.0 | May 16, 2024 | valid | —Unverified | 0 |