18 citations · 34 across the 2 of their papers we have counts for
2 papers
cond-mat.stat-mech2011★ 16 cited
Stochastic optimization by message passing
Fabrizio Altarelli, Alfredo Braunstein, Abolfazl Ramezanpour +1
Most optimization problems in applied sciences realistically involve uncertainty in the parameters defining the cost function, of which only statistical information is known before…
cond-mat.dis-nn2011★ 18 cited
Inference and learning in sparse systems with multiple states
A. Braunstein, A. Ramezanpour, R. Zecchina +1
We discuss how inference can be performed when data are sampled from the non-ergodic phase of systems with multiple attractors. We take as model system the finite connectivity Hopf…