K. Lee

Restoring sparsity in potts machines via mean-field constraints

Abstract Ising machines and related probabilistic hardware have emerged as promising platforms for NP-hard optimization and sampling. However, many practical problems involve constraints that induce dense or all-to-all couplings, undermining scalability and hardware efficiency. W...