variational quantum algorithm

The PID Controller Strikes Back: Classical Controller Helps Mitigate Barren Plateaus in Noisy Variational Quantum Circuits L4DC 2026 Q-MAML: Quantum Model-Agnostic Meta-Learning for Variational Quantum Algorithms AAAI 2025 Ansatz-Agnostic Exponential Resource Saving in Variational Quantum Algorithms Using Shallow Shadows IJCAI 2024 Curriculum reinforcement learning for quantum architecture search under hardware errors ICLR 2024 Quadratic Quantum Variational Monte Carlo NeurIPS 2024 Quantum Deep Equilibrium Models NeurIPS 2024 Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz NeurIPS 2024 Rethinking the symmetry-preserving circuits for constrained variational quantum algorithms ICLR 2024 Training-Free Quantum Architecture Search AAAI 2024 Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows AAAI 2023 QuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum Algorithms ICML 2023 Concentration of Data Encoding in Parameterized Quantum Circuits NeurIPS 2022 Differentiable Analog Quantum Computing for Optimization and Control NeurIPS 2022