| A quantum algorithm for training wide and deep classical neural networks | Jul 19, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 |
| Fock State-enhanced Expressivity of Quantum Machine Learning Models | Jul 12, 2021 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Quantum Data Compression and Quantum Cross Entropy | Jun 25, 2021 | BIG-bench Machine LearningData Compression | CodeCode Available | 0 |
| Quantum Machine Learning: Fad or Future? | Jun 20, 2021 | BIG-bench Machine LearningFAD | —Unverified | 0 |
| Trainable Discrete Feature Embeddings for Variational Quantum Classifier | Jun 17, 2021 | Metric LearningQuantum Machine Learning | CodeCode Available | 0 |
| Exponential Error Convergence in Data Classification with Optimized Random Features: Acceleration by Quantum Machine Learning | Jun 16, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Variational Quanvolutional Neural Networks with enhanced image encoding | Jun 14, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| The dilemma of quantum neural networks | Jun 9, 2021 | Quantum Machine Learning | CodeCode Available | 1 |
| The Inductive Bias of Quantum Kernels | Jun 7, 2021 | Inductive BiasQuantum Machine Learning | CodeCode Available | 0 |
| Quantum Perceptron Revisited: Computational-Statistical Tradeoffs | Jun 4, 2021 | Quantum Machine Learning | CodeCode Available | 0 |
| Quantum Federated Learning with Quantum Data | May 30, 2021 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| Automatic design of quantum feature maps | May 26, 2021 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Quantum Embedding Search for Quantum Machine Learning | May 25, 2021 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Structural risk minimization for quantum linear classifiers | May 12, 2021 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Quantum Machine Learning For Classical Data | May 8, 2021 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| Optimal training of variational quantum algorithms without barren plateaus | Apr 29, 2021 | Quantum Machine LearningVisual Question Answering (VQA) | CodeCode Available | 0 |
| Higgs analysis with quantum classifiers | Apr 15, 2021 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Noise-Resilient Quantum Machine Learning for Stability Assessment of Power Systems | Apr 10, 2021 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Drug Discovery Approaches using Quantum Machine Learning | Apr 1, 2021 | BIG-bench Machine LearningDrug Discovery | —Unverified | 0 |
| Towards understanding the power of quantum kernels in the NISQ era | Mar 31, 2021 | Open-Ended Question AnsweringQuantum Machine Learning | —Unverified | 0 |
| Federated Quantum Machine Learning | Mar 22, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Quantum Machine Learning with HQC Architectures using non-Classically Simulable Feature Maps | Mar 21, 2021 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Diagrammatic Differentiation for Quantum Machine Learning | Mar 14, 2021 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| A semi-agnostic ansatz with variable structure for quantum machine learning | Mar 11, 2021 | BIG-bench Machine LearningData Compression | CodeCode Available | 1 |
| Quantum machine learning with differential privacy | Mar 10, 2021 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
