#VariationalQuantumCircuits

Join the NITheCS & QSUN Seminar: “Interferometric Variational Quantum Learning Model” with Prof Fernando de Paula Neto
📅 Fri, 24 Apr 2026
⏰ 14:00–15:00 SAST
📍 In person and online
🔗 buff.ly/8RYOZ5c
#QuantumMachineLearning #VariationalQuantumCircuits #QuantumComputing #NISQ #QuantumAlgorithms

Soft-Quantum Algorithms: Ansatz-Agnostic Two-Step VQC Training

Soft-unitary training optimizes unitary matrix elements via regularization, then aligns to a gate circuit. Achieves 4 min vs 138 min on a 5-qubit classification task; hybrid RL agent scores mean 417 vs 233 for a comparable classical network.

#QuantumML #VariationalQuantumCircuits #Research