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cs.LG2026
Degeneracy Counting Quantum Algorithm using Decoherence
Malay Marut Das, Mark A. Novotny, Yaroslav Koshka
Counting the global optima of a classical optimization problem is a #P-hard task. We develop the canonical thermal pure quantum (CTPQ) state-based degeneracy counting (CTPQsd#) alg…
cs.LG2019★ 3 cited
Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer
Yaroslav Koshka, M. A. Novotny
A D-Wave quantum annealer (QA) having a 2048 qubit lattice, with no missing qubits and couplings, allowed embedding of a complete graph of a Restricted Boltzmann Machine (RBM). A h…