| Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion | Feb 18, 2022 | Knowledge Graph CompletionKnowledge Graph Embeddings | —Unverified | 0 |
| Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions | Feb 18, 2022 | SentenceSurvey | CodeCode Available | 0 |
| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 |
| Unsupervised Learning of Group Invariant and Equivariant Representations | Feb 15, 2022 | DecoderRepresentation Learning | CodeCode Available | 0 |
| Counterfactual inference for sequential experiments | Feb 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Statistical Inference for the Dynamic Time Warping Distance, with Application to Abnormal Time-Series Detection | Feb 14, 2022 | Decision MakingDynamic Time Warping | —Unverified | 0 |
| A Simplified Variant of Gödel's Ontological Argument | Feb 13, 2022 | PersuasivenessPhilosophy | —Unverified | 0 |
| Optimal Multi-Agent Path Finding for Precedence Constrained Planning Tasks | Feb 8, 2022 | Multi-Agent Path Findingvalid | —Unverified | 0 |
| Dynamic Heterogeneous Distribution Regression Panel Models, with an Application to Labor Income Processes | Feb 8, 2022 | regressionvalid | —Unverified | 0 |
| Calibrated Learning to Defer with One-vs-All Classifiers | Feb 8, 2022 | AllHate Speech Detection | CodeCode Available | 0 |
| Robust Hybrid Learning With Expert Augmentation | Feb 8, 2022 | Data Augmentationvalid | CodeCode Available | 1 |
| Counterfactual Multi-Token Fairness in Text Classification | Feb 8, 2022 | AttributeClassification | —Unverified | 0 |
| Effects of Parametric and Non-Parametric Methods on High Dimensional Sparse Matrix Representations | Feb 7, 2022 | BIG-bench Machine Learningvalid | CodeCode Available | 0 |
| SLIDE: a surrogate fairness constraint to ensure fairness consistency | Feb 7, 2022 | Fairnessvalid | CodeCode Available | 0 |
| Unsupervised Long-Term Person Re-Identification with Clothes Change | Feb 7, 2022 | ClusteringPerson Re-Identification | —Unverified | 0 |
| Handling Distribution Shifts on Graphs: An Invariance Perspective | Feb 5, 2022 | valid | CodeCode Available | 1 |
| COIL: Constrained Optimization in Learned Latent Space: Learning Representations for Valid Solutions | Feb 4, 2022 | Evolutionary Algorithmsvalid | CodeCode Available | 0 |
| Adaptive Experimentation with Delayed Binary Feedback | Feb 2, 2022 | Multi-Armed Banditsvalid | CodeCode Available | 0 |
| Meta-Learning Hypothesis Spaces for Sequential Decision-making | Feb 1, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| AI for Chemical Space Gap Filling and Novel Compound Generation | Jan 28, 2022 | valid | —Unverified | 0 |
| FastFlows: Flow-Based Models for Molecular Graph Generation | Jan 28, 2022 | Graph GenerationMolecular Graph Generation | CodeCode Available | 2 |
| LAP: An Attention-Based Module for Concept Based Self-Interpretation and Knowledge Injection in Convolutional Neural Networks | Jan 27, 2022 | Decision Makingvalid | —Unverified | 0 |
| A projection based approach for interactive fixed effects panel data models | Jan 27, 2022 | valid | —Unverified | 0 |
| Synchromesh: Reliable code generation from pre-trained language models | Jan 26, 2022 | Code GenerationLanguage Modeling | CodeCode Available | 2 |
| Neuro-Symbolic Entropy Regularization | Jan 25, 2022 | Structured Predictionvalid | —Unverified | 0 |