Statistical Physics of Spin Glasses and Information Processing
By Hidetoshi Nishimori. 2001
1,041 citations recorded by the source corpus.
Subfields: Artificial Intelligence
View Paper: https://www.semanticscholar.org/paper/11a4b3474f62299482c12e5159a10fcf00d44e48
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Lenka Zdeborov'a
- Florent Krzakala
- Tameem Albash
- Daniel A. Lidar
- John Preskill
- Maria Schuld
- J. Harrington
- Giuseppe Carleo
Citations in the corpus
- Matrix-Calibration-Based Cascaded Channel Estimation for Reconfigurable Intelligent Surface Assisted Multiuser MIMO (2019, methodology): “• Based on the replica method from statistical physics [24], we analyze the asymptotic performance of the posterior mean estimators in the large-system limit.”
- Machine learning and the physical sciences (2019, methodology): “For learning details of the replica method and its use in computer science, information theory and machine learning we would recommend the book of Nishimori (Nishimori, 2001).”
- Probabilistic reconstruction in compressed sensing: algorithms, phase diagrams, and threshold achieving matrices (2012, methodology): “The replica symmetric computation presented in the previous section becomes exact in this case, for reasons similar to those known in mean field spin glasses on the ’Nishimori line’ [42, 43, 46].”
- Adiabatic Quantum Computing (2016, background): “However, a spin glass is dominated by a rough free energy landscape with many local minima forming bottlenecks for classical heuristic local-search algorithms (M. Mezard, G. Parisi and M.A. Virasoro, 1987; Nishimori, 2001).”
- Coherent Ising machine based on degenerate optical parametric oscillators (2013, background): “The presence of an Ising machine is also desirable to other diverse areas, including computer science [4], biology [5], and information processing [6].”
- Confinement Higgs transition in a disordered gauge theory and the accuracy threshold for quantum memory (2002, background): “(6), various properties of the model on the Nishimori line can be derived [3,10].”