2 papers
cs.LG2026
Optimizing Energy-based Neural Network Training with Coherent Ising Machine
Chen-Rui Fan, Bo Lu, Zhi-Hong Zhang +3
While Ising machines serve as advanced physical solvers for the Ising model,enabling applications in combinatorial optimization and neural network training,their scalability for la…
cs.LG2026
Surrogate Modeling via Factorization Machine and Ising Model with Enhanced Higher-Order Interaction Learning
Anbang Wang, Dunbo Cai, Yu Zhang +3
Recently, a surrogate model was proposed that employs a factorization machine to approximate the underlying input-output mapping of the original system, with quantum annealing used…