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Quantum Machine Learning

Papers archive 2025-07-28

archive papers tagged: 699 · with a code link: 140 · where Syntology ran a sample: 17 (15 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (17 of 699 tagged: 15 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)

Page 7 of 7: papers 601 to 699 of 699, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Image Compression and Classification Using Qubits and Quantum Deep Learning
  8 Oct 2021 0 repositories listed
• Quantum Semi-Supervised Learning with Quantum Supremacy
  5 Oct 2021 0 repositories listed
• Quantum Machine Learning for Finance
  9 Sep 2021 0 repositories listed
• Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)
  7 Sep 2021 0 repositories listed
• Recent advances for quantum classifiers
  30 Aug 2021 0 repositories listed
• Photonic Quantum Policy Learning in OpenAI Gym
  29 Aug 2021 0 repositories listed
• Quantum Machine Learning for Health State Diagnosis and Prognostics
  25 Aug 2021 0 repositories listed
• New Trends in Quantum Machine Learning
  22 Aug 2021 0 repositories listed
• Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation
  16 Aug 2021 0 repositories listed
• Quantum Continual Learning Overcoming Catastrophic Forgetting
  5 Aug 2021 0 repositories listed
• Quantum Topological Data Analysis with Linear Depth and Exponential Speedup
  5 Aug 2021 0 repositories listed
• Hybrid Quantum-Classical Neural Network for Incident Detection
  2 Aug 2021 0 repositories listed
• Sample Complexity of Learning Parametric Quantum Circuits
  19 Jul 2021 0 repositories listed
• Fock State-enhanced Expressivity of Quantum Machine Learning Models
  12 Jul 2021 0 repositories listed
• Quantum Machine Learning: Fad or Future?
  20 Jun 2021 0 repositories listed
• Exponential Error Convergence in Data Classification with Optimized Random Features: Acceleration by Quantum Machine Learning
  16 Jun 2021 0 repositories listed
• Automatic design of quantum feature maps
  26 May 2021 0 repositories listed
• Quantum Embedding Search for Quantum Machine Learning
  25 May 2021 0 repositories listed
• Structural risk minimization for quantum linear classifiers
  12 May 2021 0 repositories listed
• Quantum Machine Learning For Classical Data
  8 May 2021 0 repositories listed
• Higgs analysis with quantum classifiers
  15 Apr 2021 0 repositories listed
• Noise-Resilient Quantum Machine Learning for Stability Assessment of Power Systems
  10 Apr 2021 0 repositories listed
• Drug Discovery Approaches using Quantum Machine Learning
  1 Apr 2021 0 repositories listed
• Towards understanding the power of quantum kernels in the NISQ era
  31 Mar 2021 0 repositories listed
• Federated Quantum Machine Learning
  22 Mar 2021 0 repositories listed
• Quantum Machine Learning with HQC Architectures using non-Classically Simulable Feature Maps
  21 Mar 2021 0 repositories listed
• Diagrammatic Differentiation for Quantum Machine Learning
  14 Mar 2021 0 repositories listed
• Quantum machine learning with differential privacy
  10 Mar 2021 0 repositories listed
• Quantum Cross Entropy and Maximum Likelihood Principle
  23 Feb 2021 0 repositories listed
• Generalization in Quantum Machine Learning: a Quantum Information Perspective
  17 Feb 2021 0 repositories listed
• Universal Adversarial Examples and Perturbations for Quantum Classifiers
  15 Feb 2021 0 repositories listed
• Facial Expression Recognition on a Quantum Computer
  9 Feb 2021 0 repositories listed
• Quantum machine learning with adaptive linear optics
  8 Feb 2021 0 repositories listed
• Enhancing Generative Models via Quantum Correlations
  20 Jan 2021 0 repositories listed
• Hybrid Quantum-Classical Graph Convolutional Network
  15 Jan 2021 0 repositories listed
• Single-preparation unsupervised quantum machine learning: concepts and applications
  5 Jan 2021 0 repositories listed
• Hybrid Quantum-Classical Stochastic Networks with Boltzmann Layers
  1 Jan 2021 0 repositories listed
• Quantum Convolutional Neural Networks for High Energy Physics Data Analysis
  22 Dec 2020 0 repositories listed
• Residual Matrix Product State for Machine Learning
  22 Dec 2020 0 repositories listed
• Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis
  21 Dec 2020 0 repositories listed
• Practical application improvement to Quantum SVM: theory to practice
  14 Dec 2020 0 repositories listed
• Hybrid quantum-classical classifier based on tensor network and variational quantum circuit
  30 Nov 2020 0 repositories listed
• Prospects and challenges of quantum finance
  12 Nov 2020 0 repositories listed
• Image Classification via Quantum Machine Learning
  3 Nov 2020 0 repositories listed
• The Shift to 6G Communications: Vision and Requirements
  15 Oct 2020 0 repositories listed
• Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing
  21 Sep 2020 0 repositories listed
• Quantum Discriminator for Binary Classification
  2 Sep 2020 0 repositories listed
• Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces
  1 Sep 2020 0 repositories listed
• Robustness Verification of Quantum Classifiers
  17 Aug 2020 0 repositories listed
• Supervised Learning Using a Dressed Quantum Network with "Super Compressed Encoding": Algorithm and Quantum-Hardware-Based Implementation
  20 Jul 2020 0 repositories listed
• Quantum ensemble of trained classifiers
  18 Jul 2020 0 repositories listed
• Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets
  9 Jul 2020 0 repositories listed
• Classification with Quantum Machine Learning: A Survey
  22 Jun 2020 0 repositories listed
• High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder
  13 Jun 2020 0 repositories listed
• Noise robustness and experimental demonstration of a quantum generative adversarial network for continuous distributions
  2 Jun 2020 0 repositories listed
• Quantum Natural Language Processing on Near-Term Quantum Computers
  8 May 2020 0 repositories listed
• Towards quantum advantage via topological data analysis
  6 May 2020 0 repositories listed
• Quantum machine learning and quantum biomimetics: A perspective
  25 Apr 2020 0 repositories listed
• Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions
  22 Apr 2020 0 repositories listed
• Robust data encodings for quantum classifiers
  3 Mar 2020 0 repositories listed
• Statistical Limits of Supervised Quantum Learning
  28 Jan 2020 0 repositories listed
• Quantum Machine Learning Algorithm for Knowledge Graphs
  4 Jan 2020 0 repositories listed
• Quantum Adversarial Machine Learning
  31 Dec 2019 0 repositories listed
• Solving machine learning optimization problems using quantum computers
  17 Nov 2019 0 repositories listed
• Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing quantum machine learning
  14 Oct 2019 0 repositories listed
• Machine Learning Phase Transitions with a Quantum Processor
  24 Jun 2019 0 repositories listed
• Quantized Three-Ion-Channel Neuron Model for Neural Action Potentials
  16 Jun 2019 0 repositories listed
• Quantum-Inspired Computing: Can it be a Microscopic Computing Model of the Brain?
  11 Apr 2019 0 repositories listed
• The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine
  3 Apr 2019 0 repositories listed
• Quantum Speedup in Adaptive Boosting of Binary Classification
  3 Feb 2019 0 repositories listed
• Quantum algorithms for feedforward neural networks
  7 Dec 2018 0 repositories listed
• An Amalgamation of Classical and Quantum Machine Learning For the Classification of Adenocarcinoma and Squamous Cell Carcinoma Patients
  29 Oct 2018 0 repositories listed
• Topographic Representation for Quantum Machine Learning
  13 Oct 2018 0 repositories listed
• Quantum Algorithms for Structured Prediction
  11 Sep 2018 0 repositories listed
• Nonlinear regression based on a hybrid quantum computer
  29 Aug 2018 0 repositories listed
• Quantized Single-Ion-Channel Hodgkin-Huxley Model for Quantum Neurons
  27 Jul 2018 0 repositories listed
• From probabilistic graphical models to generalized tensor networks for supervised learning
  15 Jun 2018 0 repositories listed
• Quantum classification of the MNIST dataset with Slow Feature Analysis
  22 May 2018 0 repositories listed
• Universal discriminative quantum neural networks
  22 May 2018 0 repositories listed
• Quantum generative adversarial networks
  23 Apr 2018 0 repositories listed
• Quantum Machine Learning Tensor Network States
  6 Apr 2018 0 repositories listed
• Towards Quantum Machine Learning with Tensor Networks
  30 Mar 2018 0 repositories listed
• Efficient and Effective Quantum Compiling for Entanglement-based Machine Learning on IBM Q Devices
  8 Jan 2018 0 repositories listed
• Quantum Artificial Life in an IBM Quantum Computer
  26 Nov 2017 0 repositories listed
• Hardening Quantum Machine Learning Against Adversaries
  17 Nov 2017 0 repositories listed
• An efficient quantum algorithm for generative machine learning
  6 Nov 2017 0 repositories listed
• Enhanced Quantum Synchronization via Quantum Machine Learning
  25 Sep 2017 0 repositories listed
• Quantum autoencoders via quantum adders with genetic algorithms
  21 Sep 2017 0 repositories listed
• Quantum machine learning: a classical perspective
  26 Jul 2017 0 repositories listed
• Quantum ensembles of quantum classifiers
  7 Apr 2017 0 repositories listed
• Basic protocols in quantum reinforcement learning with superconducting circuits
  18 Jan 2017 0 repositories listed
• Supervised Quantum Learning without Measurements
  16 Dec 2016 0 repositories listed
• Quantum Machine Learning
  28 Nov 2016 0 repositories listed
• Quantum-enhanced machine learning
  26 Oct 2016 0 repositories listed
• Quantum Neural Machine Learning - Backpropagation and Dynamics
  22 Sep 2016 0 repositories listed
• Quantum Recommendation Systems
  22 Sep 2016 0 repositories listed
• Quantum machine learning with glow for episodic tasks and decision games
  27 Jan 2016 0 repositories listed
• The Learnability of Unknown Quantum Measurements
  3 Jan 2015 0 repositories listed
• Simulating a perceptron on a quantum computer
  11 Dec 2014 0 repositories listed