Investigating Different Barren Plateaus Mitigation Strategies in Variational Quantum Eigensolver
Fuente:
arXiv
Guardado en:
| Autores principales: | Atallah, Mostafa, Innan, Nouhaila, Kashif, Muhammad, Shafique, Muhammad |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
The Dilemma of Random Parameter Initialization and Barren Plateaus in Variational Quantum Algorithms
por: Kashif, Muhammad, et al.
Publicado: (2024)
por: Kashif, Muhammad, et al.
Publicado: (2024)
Alleviating Barren Plateaus in Parameterized Quantum Machine Learning Circuits: Investigating Advanced Parameter Initialization Strategies
por: Kashif, Muhammad, et al.
Publicado: (2023)
por: Kashif, Muhammad, et al.
Publicado: (2023)
Hybrid Quantum-Classical Neural Architecture Search
por: Marchisio, Alberto, et al.
Publicado: (2026)
por: Marchisio, Alberto, et al.
Publicado: (2026)
Quantum vs. Classical Machine Learning: A Benchmark Study for Financial Prediction
por: Ahmad, Rehan, et al.
Publicado: (2026)
por: Ahmad, Rehan, et al.
Publicado: (2026)
ResQNets: A Residual Approach for Mitigating Barren Plateaus in Quantum Neural Networks
por: Kashif, Muhammad, et al.
Publicado: (2023)
por: Kashif, Muhammad, et al.
Publicado: (2023)
Next-Generation Quantum Neural Networks: Enhancing Efficiency, Security, and Privacy
por: Innan, Nouhaila, et al.
Publicado: (2025)
por: Innan, Nouhaila, et al.
Publicado: (2025)
Evaluating Quantum Amplitude Estimation for Pricing Multi-Asset Basket Options
por: Kashif, Muhammad, et al.
Publicado: (2025)
por: Kashif, Muhammad, et al.
Publicado: (2025)
GAT-QNN: Genetic Algorithm-Based Training of Hybrid Quantum Neural Networks
por: Ahmed, Tasnim, et al.
Publicado: (2026)
por: Ahmed, Tasnim, et al.
Publicado: (2026)
QLIF-CAST: Quantum Leaky-Integrate-and-Fire for Time-Series Weather Forecasting
por: Marchisio, Alberto, et al.
Publicado: (2026)
por: Marchisio, Alberto, et al.
Publicado: (2026)
Towards Fair Benchmarking of Quantum Transfer Learning for Visual Classification
por: Innan, Nouhaila, et al.
Publicado: (2026)
por: Innan, Nouhaila, et al.
Publicado: (2026)
HQTN-SER: Speech Emotion Recognition with Hybrid Quantum Tensor Networks
por: Mohtashim, Mahad, et al.
Publicado: (2026)
por: Mohtashim, Mahad, et al.
Publicado: (2026)
CircuitHunt: Automated Quantum Circuit Screening for Superior Credit-Card Fraud Detection
por: Innan, Nouhaila, et al.
Publicado: (2025)
por: Innan, Nouhaila, et al.
Publicado: (2025)
Q-SpiRL: Quantum Spiking Reinforcement Learning for Adaptive Robot Navigation
por: Altrabulsi, Mohamed Khair, et al.
Publicado: (2026)
por: Altrabulsi, Mohamed Khair, et al.
Publicado: (2026)
FL-QDSNNs: Federated Learning with Quantum Dynamic Spiking Neural Networks
por: Innan, Nouhaila, et al.
Publicado: (2024)
por: Innan, Nouhaila, et al.
Publicado: (2024)
EFaaS: A Quantum-Classical Serverless Entangled Scheduler for Hybrid Variational Algorithms
por: Younesi, Abolfazl, et al.
Publicado: (2026)
por: Younesi, Abolfazl, et al.
Publicado: (2026)
Robustness Evaluation of Hybrid Quantum Neural Networks under Noise Models via System-Level Error Mitigation
por: Njiki, Jesse Roberta Mingue, et al.
Publicado: (2026)
por: Njiki, Jesse Roberta Mingue, et al.
Publicado: (2026)
QUAV: Quantum-Assisted Path Planning and Optimization for UAV Navigation with Obstacle Avoidance
por: Innan, Nouhaila, et al.
Publicado: (2025)
por: Innan, Nouhaila, et al.
Publicado: (2025)
Scaling Laws for Hybrid Quantum Neural Networks: Depth, Width, and Quantum-Centric Diagnostics
por: Vyskubov, Danil, et al.
Publicado: (2026)
por: Vyskubov, Danil, et al.
Publicado: (2026)
Quantum Portfolio Optimization with Expert Analysis Evaluation
por: Innan, Nouhaila, et al.
Publicado: (2025)
por: Innan, Nouhaila, et al.
Publicado: (2025)
Cyclic Variational Quantum Eigensolver: Escaping Barren Plateaus through Staircase Descent
por: Zhang, Hao, et al.
Publicado: (2025)
por: Zhang, Hao, et al.
Publicado: (2025)
Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey
por: Cunningham, Jack, et al.
Publicado: (2024)
por: Cunningham, Jack, et al.
Publicado: (2024)
SPATE: Spiking-Phase Adaptive Temporal Encoding for Quantum Machine Learning
por: Innan, Nouhaila, et al.
Publicado: (2026)
por: Innan, Nouhaila, et al.
Publicado: (2026)
Beyond Logical Circuits: Hardware-Aware Analysis of Expressibility and Trainability in Variational Quantum Algorithms
por: Kashif, Muhammad, et al.
Publicado: (2026)
por: Kashif, Muhammad, et al.
Publicado: (2026)
Late Breaking Results: Hardware-Aware Compilation Reshapes Trainability in Variational Quantum Circuits
por: Kashif, Muhammad, et al.
Publicado: (2026)
por: Kashif, Muhammad, et al.
Publicado: (2026)
FiD-QAE: A Fidelity-Driven Quantum Autoencoder for Credit Card Fraud Detection
por: Alami, Mansour El, et al.
Publicado: (2025)
por: Alami, Mansour El, et al.
Publicado: (2025)
QAS-QTNs: Curriculum Reinforcement Learning-Driven Quantum Architecture Search for Quantum Tensor Networks
por: Dutta, Siddhant, et al.
Publicado: (2025)
por: Dutta, Siddhant, et al.
Publicado: (2025)
LEP-QNN: Loan Eligibility Prediction using Quantum Neural Networks
por: Innan, Nouhaila, et al.
Publicado: (2024)
por: Innan, Nouhaila, et al.
Publicado: (2024)
Late Breaking Results: Hardware-Efficient Quantum Reservoir Computing via Quantized Readout
por: Pathak, Param, et al.
Publicado: (2026)
por: Pathak, Param, et al.
Publicado: (2026)
How Embeddings Shape Graph Neural Networks: Classical vs Quantum-Oriented Node Representations
por: Innan, Nouhaila, et al.
Publicado: (2026)
por: Innan, Nouhaila, et al.
Publicado: (2026)
Crossing The Gap Using Variational Quantum Eigensolver: A Comparative Study
por: Chen, I-Chi, et al.
Publicado: (2024)
por: Chen, I-Chi, et al.
Publicado: (2024)
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection
por: Innan, Nouhaila, et al.
Publicado: (2024)
por: Innan, Nouhaila, et al.
Publicado: (2024)
A PennyLane-Centric Dataset to Enhance LLM-based Quantum Code Generation using RAG
por: Basit, Abdul, et al.
Publicado: (2025)
por: Basit, Abdul, et al.
Publicado: (2025)
Barren Plateaus in Variational Quantum Computing
por: Larocca, Martin, et al.
Publicado: (2024)
por: Larocca, Martin, et al.
Publicado: (2024)
IQNN-CS: Interpretable Quantum Neural Network for Credit Scoring
por: Khan, Abdul Samad, et al.
Publicado: (2025)
por: Khan, Abdul Samad, et al.
Publicado: (2025)
Comparative Performance Analysis of Quantum Machine Learning Architectures for Credit Card Fraud Detection
por: Alami, Mansour El, et al.
Publicado: (2024)
por: Alami, Mansour El, et al.
Publicado: (2024)
AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling
por: Dutta, Siddhant, et al.
Publicado: (2024)
por: Dutta, Siddhant, et al.
Publicado: (2024)
HQNET: Harnessing Quantum Noise for Effective Training of Quantum Neural Networks in NISQ Era
por: Kashif, Muhammad, et al.
Publicado: (2024)
por: Kashif, Muhammad, et al.
Publicado: (2024)
Investigating the Effect of Noise on the Training Performance of Hybrid Quantum Neural Networks
por: Kashif, Muhammad, et al.
Publicado: (2024)
por: Kashif, Muhammad, et al.
Publicado: (2024)
HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction
por: Choudhary, Prashant Kumar, et al.
Publicado: (2025)
por: Choudhary, Prashant Kumar, et al.
Publicado: (2025)
Meta-Quantum Ensemble Framework for Robust Network Intrusion Detection
por: Bhatnagar, Ritvik, et al.
Publicado: (2026)
por: Bhatnagar, Ritvik, et al.
Publicado: (2026)
Ejemplares similares
-
The Dilemma of Random Parameter Initialization and Barren Plateaus in Variational Quantum Algorithms
por: Kashif, Muhammad, et al.
Publicado: (2024) -
Alleviating Barren Plateaus in Parameterized Quantum Machine Learning Circuits: Investigating Advanced Parameter Initialization Strategies
por: Kashif, Muhammad, et al.
Publicado: (2023) -
Hybrid Quantum-Classical Neural Architecture Search
por: Marchisio, Alberto, et al.
Publicado: (2026) -
Quantum vs. Classical Machine Learning: A Benchmark Study for Financial Prediction
por: Ahmad, Rehan, et al.
Publicado: (2026) -
ResQNets: A Residual Approach for Mitigating Barren Plateaus in Quantum Neural Networks
por: Kashif, Muhammad, et al.
Publicado: (2023)