2 papers
quant-ph2026
Trainability Beyond Linearity in Variational Quantum Objectives
Gordon Ma, Xiufan Li
Barren-plateau results have established exponential gradient suppression as a widely cited obstacle to the scalability of variational quantum algorithms. When and whether these res…
quant-ph2026
An Information-Minimal Geometry for Qubit-Efficient Optimization
Gordon Ma, Dimitris G. Angelakis
Qubit-efficient optimization studies how large combinatorial problems can be addressed with quantum circuits whose width is far smaller than the number of logical variables. In qua…