| 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 |
| 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 |
| Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels | May 27, 2024 | counterfactualvalid | —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 |
| A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep Learning | May 27, 2024 | Deep Learningvalid | CodeCode Available | 0 |
| Statistical Mechanism Design: Robust Pricing, Estimation, and Inference | May 27, 2024 | valid | —Unverified | 0 |
| Probabilistically Plausible Counterfactual Explanations with Normalizing Flows | May 27, 2024 | counterfactualFairness | —Unverified | 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 |
| ProDAG: Projected Variational Inference for Directed Acyclic Graphs | May 24, 2024 | Causal InferenceCombinatorial Optimization | CodeCode Available | 0 |
| Dynamic Latent-Factor Model with High-Dimensional Asset Characteristics | May 24, 2024 | valid | —Unverified | 0 |
| Bisimulation Learning | May 24, 2024 | valid | CodeCode Available | 0 |
| Similarity-Navigated Conformal Prediction for Graph Neural Networks | May 23, 2024 | Conformal PredictionNode Classification | CodeCode Available | 0 |
| Is Algorithmic Stability Testable? A Unified Framework under Computational Constraints | May 23, 2024 | Learning Theoryvalid | —Unverified | 0 |
| Conformal Classification with Equalized Coverage for Adaptively Selected Groups | May 23, 2024 | Fairnessvalid | CodeCode Available | 0 |
| Does context matter in digital pathology? | May 23, 2024 | valid | CodeCode Available | 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 |
| Certified Inventory Control of Critical Resources | May 23, 2024 | valid | —Unverified | 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 |
| Local convergence of simultaneous min-max algorithms to differential equilibrium on Riemannian manifold | May 22, 2024 | valid | —Unverified | 0 |
| Control, Transport and Sampling: Towards Better Loss Design | May 22, 2024 | Inductive Biasvalid | —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 |
| PathOCL: Path-Based Prompt Augmentation for OCL Generation with GPT-4 | May 21, 2024 | Chunkingvalid | —Unverified | 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 |
| Red Teaming Language Models for Processing Contradictory Dialogues | May 16, 2024 | Red Teamingvalid | CodeCode Available | 0 |
| Towards Consistent and Explainable Motion Prediction using Heterogeneous Graph Attention | May 16, 2024 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| Does Machine Bring in Extra Bias in Learning? Approximating Fairness in Models Promptly | May 15, 2024 | Fairnessvalid | CodeCode Available | 0 |
| Multi-Source Conformal Inference Under Distribution Shift | May 15, 2024 | Decision MakingLength-of-Stay prediction | CodeCode Available | 0 |
| A distribution-free valid p-value for finite samples of bounded random variables | May 14, 2024 | valid | —Unverified | 0 |
| RS-Reg: Probabilistic and Robust Certified Regression Through Randomized Smoothing | May 14, 2024 | regressionvalid | CodeCode Available | 0 |
| Scalable Subsampling Inference for Deep Neural Networks | May 14, 2024 | Computational EfficiencyPrediction | —Unverified | 0 |
| RGBD-Glue: General Feature Combination for Robust RGB-D Point Cloud Registration | May 13, 2024 | Point Cloud Registrationvalid | —Unverified | 0 |
| VALID: a Validated Algorithm for Learning in Decentralized Networks with Possible Adversarial Presence | May 12, 2024 | valid | —Unverified | 0 |
| Data-Efficient and Robust Task Selection for Meta-Learning | May 11, 2024 | Meta-Learningvalid | —Unverified | 0 |
| LyS at SemEval-2024 Task 3: An Early Prototype for End-to-End Multimodal Emotion Linking as Graph-Based Parsing | May 10, 2024 | DecoderDependency Parsing | CodeCode Available | 0 |
| A Sharp Test for the Judge Leniency Design | May 10, 2024 | valid | —Unverified | 0 |
| Coherent Design of Wind Turbine Controllers Considering Transitions between Operating Regions using Fuzzy Membership Functions | May 10, 2024 | Pitch controlvalid | —Unverified | 0 |
| On the Shape of Brainscores for Large Language Models (LLMs) | May 10, 2024 | Interpretable Machine Learningvalid | —Unverified | 0 |
| BB-Patch: BlackBox Adversarial Patch-Attack using Zeroth-Order Optimization | May 9, 2024 | Adversarial AttackDeep Learning | —Unverified | 0 |
| Automated Program Repair: Emerging trends pose and expose problems for benchmarks | May 8, 2024 | Machine TranslationProgram Repair | —Unverified | 0 |
| Data-driven Error Estimation: Upper Bounding Multiple Errors with No Technical Debt | May 7, 2024 | valid | —Unverified | 0 |