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Hardware-Adapted Quantum Machine Learning
Generalization Bounds in Hybrid Quantum-Classical Machine Learning Models
Automatic and Effective Discovery of Quantum Kernels
Softer is Better: Tweaking Quantum Dropout to Enhance Quantum Neural Network Trainability
Quantum Machine Learning on Node-Feature Graphs Using Neutral-Atom Quantum Computers: Toward Binding Affinity Prediction
Towards Late Fusion with Parametrized Quantum Circuits
Predicting ground state properties: Constant Sample Complexity and Deep Learning Algorithms
Learning classical chaos with quantum computers: Generalized synchronization and stability
Quantum simulation of noisy nonlinear dynamics
Solving Nonlinear Fluid Equations With Quantum Carleman Dns
Nonlinear squeezing of superpositions of quadrature eigenstates
Quantum Computing Tools for Fast Detection of Gravitational Waves in the Context of the LISA Space Mission
Quantum Enhanced AI for Manufacturing Process Monitoring
Reinforcement Learning for Quantum CNOT Gate Minimization
Exhaustive Search for Quantum Circuit Optimization using ZX Calculus
