| Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning | Apr 2, 2023 | Few-Shot LearningInductive Learning | CodeCode Available | 0 |
| PubGraph: A Large-Scale Scientific Knowledge Graph | Feb 4, 2023 | Community DetectionGraph Embedding | —Unverified | 0 |
| Learning Modulo Theories | Jan 26, 2023 | Inductive Learning | —Unverified | 0 |
| Distribution Free Prediction Sets for Node Classification | Nov 26, 2022 | ClassificationConformal Prediction | CodeCode Available | 0 |
| Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information | Nov 15, 2022 | Inductive LearningKnowledge Graph Completion | —Unverified | 0 |
| Situating Recommender Systems in Practice: Towards Inductive Learning and Incremental Updates | Nov 11, 2022 | Inductive LearningRecommendation Systems | —Unverified | 0 |
| What do Large Language Models Learn beyond Language? | Oct 21, 2022 | Inductive Learning | CodeCode Available | 0 |
| GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials | Sep 30, 2022 | Graph Neural NetworkInductive Learning | —Unverified | 0 |
| Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network | Jun 16, 2022 | Inductive LearningMedical Image Classification | CodeCode Available | 0 |
| FOLD-TR: A Scalable and Efficient Inductive Learning Algorithm for Learning To Rank | Jun 15, 2022 | Binary ClassificationInductive Learning | —Unverified | 0 |
| Developing hierarchical anticipations via neural network-based event segmentation | Jun 4, 2022 | Event SegmentationInductive Learning | CodeCode Available | 0 |
| CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations | Apr 14, 2022 | Inductive Learning | —Unverified | 0 |
| The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning | Mar 12, 2022 | Causal InferenceInductive Learning | —Unverified | 0 |
| PathSAGE: Spatial Graph Attention Neural Networks With Random Path Sampling | Mar 11, 2022 | Graph AttentionInductive Learning | —Unverified | 0 |
| FOLD-R++: A Toolset for Automated Inductive Learning of Default Theories from Mixed Data | Nov 21, 2021 | feature selectionInductive Learning | —Unverified | 0 |
| Inductive learning for product assortment graph completion | Oct 4, 2021 | Inductive Learning | —Unverified | 0 |
| How Neural Processes Improve Graph Link Prediction | Sep 30, 2021 | Inductive LearningInductive Link Prediction | CodeCode Available | 0 |
| Rethinking Temperature in Graph Contrastive Learning | Sep 29, 2021 | Contrastive LearningInductive Learning | CodeCode Available | 0 |
| A Clustering and Demotion Based Algorithm for Inductive Learning of Default Theories | Sep 26, 2021 | ClusteringInductive Learning | —Unverified | 0 |
| Adaptive Neural Message Passing for Inductive Learning on Hypergraphs | Sep 22, 2021 | Inductive Learning | —Unverified | 0 |
| Power to the Relational Inductive Bias: Graph Neural Networks in Electrical Power Grids | Sep 8, 2021 | Inductive BiasInductive Learning | —Unverified | 0 |
| A New Interpolation Approach and Corresponding Instance-Based Learning | Aug 26, 2021 | Cloud ComputingInductive Learning | CodeCode Available | 0 |
| Multi-modal Graph Learning for Disease Prediction | Jul 1, 2021 | Disease PredictionGraph Learning | —Unverified | 0 |
| RRULES: An improvement of the RULES rule-based classifier | Jun 14, 2021 | Inductive Learning | CodeCode Available | 0 |
| Adversarially Regularized Graph Attention Networks for Inductive Learning on Partially Labeled Graphs | Jun 7, 2021 | Graph AttentionGraph Embedding | CodeCode Available | 0 |