| Statistical Limits of Supervised Quantum Learning | Jan 28, 2020 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| Quantum Machine Learning Algorithm for Knowledge Graphs | Jan 4, 2020 | BIG-bench Machine LearningKnowledge Graphs | —Unverified | 0 |
| Quantum Adversarial Machine Learning | Dec 31, 2019 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Variational Quantum Circuits for Quantum State Tomography | Dec 16, 2019 | Quantum Machine LearningQuantum State Tomography | CodeCode Available | 0 |
| Solving machine learning optimization problems using quantum computers | Nov 17, 2019 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Quantum Wasserstein Generative Adversarial Networks | Oct 31, 2019 | Quantum Machine Learning | CodeCode Available | 0 |
| Quantum enhancements for deep reinforcement learning in large spaces | Oct 28, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing quantum machine learning | Oct 14, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Quantum adiabatic machine learning with zooming | Aug 13, 2019 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 0 |
| Expressive power of tensor-network factorizations for probabilistic modeling, with applications from hidden Markov models to quantum machine learning | Jul 8, 2019 | Quantum Machine LearningTensor Networks | CodeCode Available | 1 |
| Variational Quantum Circuits for Deep Reinforcement Learning | Jun 30, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Machine Learning Phase Transitions with a Quantum Processor | Jun 24, 2019 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Quantized Three-Ion-Channel Neuron Model for Neural Action Potentials | Jun 16, 2019 | QuantizationQuantum Machine Learning | —Unverified | 0 |
| Quantum-Inspired Computing: Can it be a Microscopic Computing Model of the Brain? | Apr 11, 2019 | Quantum Machine Learning | —Unverified | 0 |
| The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine | Apr 3, 2019 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Quantum Speedup in Adaptive Boosting of Binary Classification | Feb 3, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| q-means: A quantum algorithm for unsupervised machine learning | Dec 10, 2018 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Quantum algorithms for feedforward neural networks | Dec 7, 2018 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| PennyLane: Automatic differentiation of hybrid quantum-classical computations | Nov 12, 2018 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 2 |
| An Amalgamation of Classical and Quantum Machine Learning For the Classification of Adenocarcinoma and Squamous Cell Carcinoma Patients | Oct 29, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Topographic Representation for Quantum Machine Learning | Oct 13, 2018 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Quantum Algorithms for Structured Prediction | Sep 11, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Nonlinear regression based on a hybrid quantum computer | Aug 29, 2018 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Quantized Single-Ion-Channel Hodgkin-Huxley Model for Quantum Neurons | Jul 27, 2018 | Quantum Machine Learning | —Unverified | 0 |
| A quantum-inspired classical algorithm for recommendation systems | Jul 10, 2018 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 0 |
