| A rigorous and robust quantum speed-up in supervised machine learning | Oct 5, 2020 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 0 |
| Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing | Sep 21, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Quantum Discriminator for Binary Classification | Sep 2, 2020 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces | Sep 1, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| The effect of data encoding on the expressive power of variational quantum machine learning models | Aug 19, 2020 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 |
| Robustness Verification of Quantum Classifiers | Aug 17, 2020 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Reinforcement Learning with Quantum Variational Circuits | Aug 15, 2020 | BIG-bench Machine LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| A divide-and-conquer algorithm for quantum state preparation | Aug 4, 2020 | Quantum Machine Learning | CodeCode Available | 1 |
| Quantum One-class Classification With a Distance-based Classifier | Jul 31, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Supervised Learning Using a Dressed Quantum Network with "Super Compressed Encoding": Algorithm and Quantum-Hardware-Based Implementation | Jul 20, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Quantum ensemble of trained classifiers | Jul 18, 2020 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets | Jul 9, 2020 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| Recurrent Quantum Neural Networks | Jun 25, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Classification with Quantum Machine Learning: A Survey | Jun 22, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder | Jun 13, 2020 | Quantum Machine LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Noise robustness and experimental demonstration of a quantum generative adversarial network for continuous distributions | Jun 2, 2020 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Variational quantum Gibbs state preparation with a truncated Taylor series | May 18, 2020 | Quantum Machine Learning | CodeCode Available | 1 |
| Quantum Natural Language Processing on Near-Term Quantum Computers | May 8, 2020 | Language ModellingQuantum Machine Learning | —Unverified | 0 |
| Towards quantum advantage via topological data analysis | May 6, 2020 | Quantum Machine LearningTopological Data Analysis | —Unverified | 0 |
| Quantum machine learning and quantum biomimetics: A perspective | Apr 25, 2020 | Artificial LifeBIG-bench Machine Learning | —Unverified | 0 |
| Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions | Apr 22, 2020 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Eigen component analysis: A quantum theory incorporated machine learning technique to find linearly maximum separable components | Mar 23, 2020 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 0 |
| Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability | Mar 22, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| TensorFlow Quantum: A Software Framework for Quantum Machine Learning | Mar 6, 2020 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 2 |
| Robust data encodings for quantum classifiers | Mar 3, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
