Browse State-of-the-Art › Quantum Machine Learning › Papers, page 6

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 6 of 7: papers 501 to 600 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.

• Benchmarking Adversarially Robust Quantum Machine Learning at Scale
  23 Nov 2022 0 repositories listed
• An Invitation to Distributed Quantum Neural Networks
  14 Nov 2022 0 repositories listed
• Quantum Split Neural Network Learning using Cross-Channel Pooling
  12 Nov 2022 0 repositories listed
• Hybrid quantum neural network for drug response prediction
  10 Nov 2022 0 repositories listed
• Resource frugal optimizer for quantum machine learning
  9 Nov 2022 0 repositories listed
• Variational Quantum Kernels with Task-Specific Quantum Metric Learning
  8 Nov 2022 0 repositories listed
• Reservoir Computing via Quantum Recurrent Neural Networks
  4 Nov 2022 0 repositories listed
• eXplainable AI for Quantum Machine Learning
  2 Nov 2022 0 repositories listed
• Unclonability and Quantum Cryptanalysis: From Foundations to Applications
  31 Oct 2022 0 repositories listed
• Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification
  30 Oct 2022 0 repositories listed
• Quantum deep recurrent reinforcement learning
  26 Oct 2022 0 repositories listed
• Towards Quantum-Enabled 6G Slicing
  21 Oct 2022 0 repositories listed
• Theoretical Guarantees for Permutation-Equivariant Quantum Neural Networks
  18 Oct 2022 0 repositories listed
• Theory for Equivariant Quantum Neural Networks
  16 Oct 2022 0 repositories listed
• Representation Theory for Geometric Quantum Machine Learning
  14 Oct 2022 0 repositories listed
• An efficient combination strategy for hybird quantum ensemble classifier
  13 Oct 2022 0 repositories listed
• QuCNN : A Quantum Convolutional Neural Network with Entanglement Based Backpropagation
  11 Oct 2022 0 repositories listed
• quEEGNet: Quantum AI for Biosignal Processing
  29 Sep 2022 0 repositories listed
• Parameterized Quantum Circuits with Quantum Kernels for Machine Learning: A Hybrid Quantum-Classical Approach
  28 Sep 2022 0 repositories listed
• Topological data analysis on noisy quantum computers
  19 Sep 2022 0 repositories listed
• The role of entanglement for enhancing the efficiency of quantum kernels towards classification
  12 Sep 2022 0 repositories listed
• Quantum-Classical Hybrid Information Processing via a Single Quantum System
  1 Sep 2022 0 repositories listed
• Exponential concentration in quantum kernel methods
  23 Aug 2022 0 repositories listed
• Quantum Multi-Agent Meta Reinforcement Learning
  22 Aug 2022 0 repositories listed
• Heart Disease Detection using Quantum Computing and Partitioned Random Forest Methods
  17 Aug 2022 0 repositories listed
• Quantum Bayesian Computation
  17 Aug 2022 0 repositories listed
• Mixed Quantum-Classical Method For Fraud Detection with Quantum Feature Selection
  16 Aug 2022 0 repositories listed
• Quantum Machine Learning for Material Synthesis and Hardware Security
  16 Aug 2022 0 repositories listed
• Measuring incompatibility and clustering quantum observables with a quantum switch
  12 Aug 2022 0 repositories listed
• On establishing learning separations between classical and quantum machine learning with classical data
  12 Aug 2022 0 repositories listed
• An example of use of Variational Methods in Quantum Machine Learning
  7 Aug 2022 0 repositories listed
• Active Learning on a Programmable Photonic Quantum Processor
  3 Aug 2022 0 repositories listed
• Quantum Feature Extraction for THz Multi-Layer Imaging
  18 Jul 2022 0 repositories listed
• Towards Super-polynomial Quantum Speedup of Equivariant Quantum Algorithms with SU(d) Symmetry
  15 Jul 2022 0 repositories listed
• QSAN: A Near-term Achievable Quantum Self-Attention Network
  14 Jul 2022 0 repositories listed
• A single T-gate makes distribution learning hard
  7 Jul 2022 0 repositories listed
• Quantum Neural Architecture Search with Quantum Circuits Metric and Bayesian Optimization
  28 Jun 2022 0 repositories listed
• Classical surrogates for quantum learning models
  23 Jun 2022 0 repositories listed
• Hyperparameter Importance of Quantum Neural Networks Across Small Datasets
  20 Jun 2022 0 repositories listed
• Quantum-machine-learning channel discrimination
  20 Jun 2022 0 repositories listed
• Laziness, Barren Plateau, and Noise in Machine Learning
  19 Jun 2022 0 repositories listed
• Recent Advances for Quantum Neural Networks in Generative Learning
  7 Jun 2022 0 repositories listed
• Overfitting in quantum machine learning and entangling dropout
  23 May 2022 0 repositories listed
• Quantum Kerr Learning
  20 May 2022 0 repositories listed
• Estimating the randomness of quantum circuit ensembles up to 50 qubits
  19 May 2022 0 repositories listed
• Machine learning applications for noisy intermediate-scale quantum computers
  19 May 2022 0 repositories listed
• AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications
  17 May 2022 0 repositories listed
• Evolution strategies: Application in hybrid quantum-classical neural networks
  17 May 2022 0 repositories listed
• Exploiting symmetry in variational quantum machine learning
  12 May 2022 0 repositories listed
• An Introduction to Quantum Machine Learning for Engineers
  11 May 2022 0 repositories listed
• Incremental Data-Uploading for Full-Quantum Classification
  6 May 2022 0 repositories listed
• Quantum Extremal Learning
  5 May 2022 0 repositories listed
• Group-Invariant Quantum Machine Learning
  4 May 2022 0 repositories listed
• A walk through of time series analysis on quantum computers
  2 May 2022 0 repositories listed
• BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms
  28 Apr 2022 0 repositories listed
• Quantum-classical convolutional neural networks in radiological image classification
  26 Apr 2022 0 repositories listed
• Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning
  23 Apr 2022 0 repositories listed
• Quantum Semi-Supervised Kernel Learning
  22 Apr 2022 0 repositories listed
• Dynamical simulation via quantum machine learning with provable generalization
  21 Apr 2022 0 repositories listed
• Out-of-distribution generalization for learning quantum dynamics
  21 Apr 2022 0 repositories listed
• A quantum generative model for multi-dimensional time series using Hamiltonian learning
  13 Apr 2022 0 repositories listed
• QuiKo: A Quantum Beat Generation Application
  9 Apr 2022 0 repositories listed
• Quantum Machine Learning Framework for Virtual Screening in Drug Discovery: a Prospective Quantum Advantage
  8 Apr 2022 0 repositories listed
• Security Aspects of Quantum Machine Learning: Opportunities, Threats and Defenses
  7 Apr 2022 0 repositories listed
• Experimental quantum adversarial learning with programmable superconducting qubits
  4 Apr 2022 0 repositories listed
• Analytic theory for the dynamics of wide quantum neural networks
  30 Mar 2022 0 repositories listed
• Multiclass classification using quantum convolutional neural networks with hybrid quantum-classical learning
  29 Mar 2022 0 repositories listed
• Quantum continual learning of quantum data realizing knowledge backward transfer
  26 Mar 2022 0 repositories listed
• High Dimensional Quantum Machine Learning With Small Quantum Computers
  25 Mar 2022 0 repositories listed
• Compositional optimization of quantum circuits for quantum kernels of support vector machines
  25 Mar 2022 0 repositories listed
• Policy Gradients using Variational Quantum Circuits
  20 Mar 2022 0 repositories listed
• Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits
  17 Mar 2022 0 repositories listed
• Quantum neural networks force fields generation
  9 Mar 2022 0 repositories listed
• Optimal quantum dataset for learning a unitary transformation
  1 Mar 2022 0 repositories listed
• Quantum Differential Privacy: An Information Theory Perspective
  22 Feb 2022 0 repositories listed
• Study of Feature Importance for Quantum Machine Learning Models
  18 Feb 2022 0 repositories listed
• Parametric t-Stochastic Neighbor Embedding With Quantum Neural Network
  9 Feb 2022 0 repositories listed
• DeepQMLP: A Scalable Quantum-Classical Hybrid DeepNeural Network Architecture for Classification
  2 Feb 2022 0 repositories listed
• Differentiating and Integrating ZX Diagrams with Applications to Quantum Machine Learning
  31 Jan 2022 0 repositories listed
• Classical Simulation of Variational Quantum Classifiers using Tensor Rings
  21 Jan 2022 0 repositories listed
• Training Hybrid Classical-Quantum Classifiers via Stochastic Variational Optimization
  21 Jan 2022 0 repositories listed
• Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis
  17 Jan 2022 0 repositories listed
• Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach
  13 Jan 2022 0 repositories listed
• Systematic Literature Review: Quantum Machine Learning and its applications
  11 Jan 2022 0 repositories listed
• Quantum activation functions for quantum neural networks
  10 Jan 2022 0 repositories listed
• Quantum Capsule Networks
  5 Jan 2022 0 repositories listed
• A Case For Noisy Shallow Gate-Based Circuits In Quantum Machine Learning
  13 Dec 2021 0 repositories listed
• Quantum kernels for real-world predictions based on electronic health records
  12 Dec 2021 0 repositories listed
• QKSA: Quantum Knowledge Seeking Agent -- resource-optimized reinforcement learning using quantum process tomography
  7 Dec 2021 0 repositories listed
• Quantum Machine Learning for Radio Astronomy
  5 Dec 2021 0 repositories listed
• Revisiting dequantization and quantum advantage in learning tasks
  1 Dec 2021 0 repositories listed
• Scalable Variational Quantum Circuits for Autoencoder-based Drug Discovery
  15 Nov 2021 0 repositories listed
• Quantum Model-Discovery
  11 Nov 2021 0 repositories listed
• Generalization in quantum machine learning from few training data
  9 Nov 2021 0 repositories listed
• Representation Learning via Quantum Neural Tangent Kernels
  8 Nov 2021 0 repositories listed
• Quantum tangent kernel
  4 Nov 2021 0 repositories listed
• QDCNN: Quantum Dilated Convolutional Neural Network
  29 Oct 2021 0 repositories listed
• Subtleties in the trainability of quantum machine learning models
  27 Oct 2021 0 repositories listed
• Variational quantum algorithm for Gaussian discrete solitons and their boson sampling
  24 Oct 2021 0 repositories listed
• Performance Analysis of Quantum Machine Learning Classifiers
  16 Oct 2021 0 repositories listed