| Importance of the Mathematical Foundations of Machine Learning Methods for Scientific and Engineering Applications | Aug 7, 2018 | BIG-bench Machine Learningimage-classification | —Unverified | 0 |
| Universal Transformers | Jul 10, 2018 | Inductive BiasLAMBADA | CodeCode Available | 0 |
| Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning | Jul 4, 2018 | Inductive BiasMatrix Completion | —Unverified | 0 |
| Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation | Jul 1, 2018 | Inductive BiasLow Resource Neural Machine Translation | —Unverified | 0 |
| Knowledge-Based Distant Regularization in Learning Probabilistic Models | Jun 29, 2018 | Inductive BiasKnowledge Graph Embeddings | —Unverified | 0 |
| Deep Variational Reinforcement Learning for POMDPs | Jun 6, 2018 | Decision MakingInductive Bias | CodeCode Available | 0 |
| Graph networks as learnable physics engines for inference and control | Jun 4, 2018 | Inductive BiasWeather Forecasting | CodeCode Available | 0 |
| Relational inductive bias for physical construction in humans and machines | Jun 4, 2018 | Deep Reinforcement LearningInductive Bias | —Unverified | 0 |
| Relational inductive biases, deep learning, and graph networks | Jun 4, 2018 | Decision MakingDeep Learning | CodeCode Available | 1 |
| On the Importance of Attention in Meta-Learning for Few-Shot Text Classification | Jun 3, 2018 | ClassificationFew-Shot Text Classification | —Unverified | 0 |
