| Normalizing Flows for Knockoff-free Controlled Feature Selection | Jun 3, 2021 | Density Estimationfeature selection | CodeCode Available | 0 |
| Few-Shot Partial-Label Learning | Jun 2, 2021 | Few-Shot LearningMetric Learning | —Unverified | 0 |
| Improvement over Pinball Loss Support Vector Machine | Jun 2, 2021 | Binary Classificationvalid | CodeCode Available | 0 |
| Validity-Based Sampling and Smoothing Methods for Multiple Reference Image Captioning | Jun 1, 2021 | Image Captioningvalid | —Unverified | 0 |
| Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings | Jun 1, 2021 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models | Jun 1, 2021 | Graph-to-Sequencevalid | —Unverified | 0 |
| Improving Conditional Coverage via Orthogonal Quantile Regression | Jun 1, 2021 | Prediction Intervalsquantile regression | CodeCode Available | 1 |
| Post-Contextual-Bandit Inference | Jun 1, 2021 | valid | —Unverified | 0 |
| Locally Valid and Discriminative Prediction Intervals for Deep Learning Models | Jun 1, 2021 | Conformal PredictionDeep Learning | CodeCode Available | 1 |
| Conformal Uncertainty Sets for Robust Optimization | May 31, 2021 | Conformal PredictionDecision Making | —Unverified | 0 |
| Specification tests for GARCH processes | May 28, 2021 | valid | —Unverified | 0 |
| Diagnosing Transformers in Task-Oriented Semantic Parsing | May 27, 2021 | Semantic Parsingvalid | —Unverified | 0 |
| Low Resolution Information Also Matters: Learning Multi-Resolution Representations for Person Re-Identification | May 26, 2021 | Person Re-IdentificationSuper-Resolution | —Unverified | 0 |
| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 1 |
| Optimized conformal classification using gradient descent approximation | May 24, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Inference for multi-valued heterogeneous treatment effects when the number of treated units is small | May 23, 2021 | valid | —Unverified | 0 |
| A review of approaches to modeling applied vehicle routing problems | May 23, 2021 | Diversityvalid | —Unverified | 0 |
| Stochastic optimization under time drift: iterate averaging, step-decay schedules, and high probability guarantees | May 21, 2021 | Stochastic Optimizationvalid | —Unverified | 0 |
| Segmentation of high dimensional means over multi-dimensional change points and connections to regression trees | May 20, 2021 | Astronomyregression | —Unverified | 0 |
| ASQ: Automatically Generating Question-Answer Pairs using AMRs | May 20, 2021 | Abstract Meaning RepresentationSentence | —Unverified | 0 |
| Online Binary Models are Promising for Distinguishing Temporally Consistent Computer Usage Profiles | May 20, 2021 | valid | —Unverified | 0 |
| Zorro: Valid, Sparse, and Stable Explanations in Graph Neural Networks | May 18, 2021 | AttributeExplanation Generation | CodeCode Available | 1 |
| On the Robustness of Domain Constraints | May 18, 2021 | valid | —Unverified | 0 |
| Reconfiguring Hybrid Systems Using SAT | May 18, 2021 | valid | —Unverified | 0 |
| Resting state alpha oscillatory activity is a valid and reliable marker of schizotypy | May 17, 2021 | EEGFunctional Connectivity | CodeCode Available | 0 |