Incremental Data-Uploading for Full-Quantum Classification

Incremental Data-Uploading for Full-Quantum Classification

6 May 2022

Maniraman Periyasamy

Christian Ufrecht

Daniel D. Scherer

Christopher Mutschler

Papers citing "Incremental Data-Uploading for Full-Quantum Classification"

11 / 11 papers shown

Title
Predictive control of blast furnace temperature in steelmaking with hybrid depth-infused quantum neural networks Nayoung Lee Minsoo Shin Asel Sagingalieva Ayush Joshi Tripathi Karan Pinto Alexey A. Melnikov AI4CE 34 1 0 16 Apr 2025
Fourier Analysis of Variational Quantum Circuits for Supervised Learning Marco Wiedmann Maniraman Periyasamy Daniel D. Scherer 34 0 0 05 Nov 2024
Hype or Heuristic? Quantum Reinforcement Learning for Join Order Optimisation Maja Franz Tobias Winker Sven Groppe Wolfgang Mauerer 18 2 0 13 May 2024
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule Maniraman Periyasamy Axel Plinge Christopher Mutschler Daniel D. Scherer Wolfgang Mauerer 36 6 0 24 Apr 2024
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks Nico Meyer Christian Ufrecht Maniraman Periyasamy Axel Plinge Christopher Mutschler Daniel D. Scherer Andreas R. Maier 37 4 0 09 Apr 2024
Quantum Machine Learning on Near-Term Quantum Devices: Current State of Supervised and Unsupervised Techniques for Real-World Applications Yaswitha Gujju A. Matsuo Raymond H. Putra 20 23 0 03 Jul 2023
BCQQ: Batch-Constraint Quantum Q-Learning with Cyclic Data Re-uploading Maniraman Periyasamy Marc Hölle Marco Wiedmann Daniel D. Scherer Axel Plinge Christopher Mutschler OffRL 36 6 0 27 Apr 2023
Quantum Natural Policy Gradients: Towards Sample-Efficient Reinforcement Learning Nico Meyer Daniel D. Scherer Axel Plinge Christopher Mutschler M. Hartmann 31 10 0 26 Apr 2023
Quantum Policy Gradient Algorithm with Optimized Action Decoding Nico Meyer Daniel D. Scherer Axel Plinge Christopher Mutschler M. Hartmann 29 19 0 13 Dec 2022
A Survey on Quantum Reinforcement Learning Nico Meyer Christian Ufrecht Maniraman Periyasamy Daniel D. Scherer Axel Plinge Christopher Mutschler AI4CE LRM 34 52 0 07 Nov 2022
Uncovering Instabilities in Variational-Quantum Deep Q-Networks Maja Franz Lucas Wolf Maniraman Periyasamy Christian Ufrecht Daniel D. Scherer Axel Plinge Christopher Mutschler Wolfgang Mauerer 24 29 0 10 Feb 2022