2 papers
cond-mat.dis-nn2018
Adaptive Thouless--Anderson--Palmer equation for higher-order Markov random fields
Chako Takahashi, Muneki Yasuda, Kazuyuki Tanaka
The adaptive Thouless--Anderson--Palmer (TAP) mean-field approximation is one of the advanced mean-field approaches, and it is known as a powerful accurate method for Markov random…
cond-mat.stat-mech2018
Statistical-mechanical analysis of compressed sensing for Hamiltonian estimation of Ising spin glass
Chako Takahashi, Masayuki Ohzeki, Shuntaro Okada +3
Several powerful machines, such as the D-Wave 2000Q, dedicated to solving combinatorial optimization problems through the Ising-model formulation have been developed. To input prob…