Haiping Huang

activity

20092023

most citedOrigin of the computational hardness for learning with binary synapses

68 citations · 493 across the 40 of their papers we have counts for

collaborators

Showing 2012Show all

2 papers · 1 filter

cond-mat.stat-mech2012★ 4 cited

Sparse Hopfield network reconstruction with $ℓ_{1}$ regularization

Haiping Huang

We propose an efficient strategy to infer sparse Hopfield network based on magnetizations and pairwise correlations measured through Glauber samplings. This strategy incorporates t…

cond-mat.dis-nn2012★ 4 cited

The network source location problem: ground state energy, entropy and effects of freezing

Haiping Huang, Jack Raymond, K. Y. Michael Wong

Ground state entropy of the network source location problem is evaluated at both the replica symmetric level and one-step replica symmetry breaking level using the entropic cavity…

Sparse Hopfield network reconstruction with ℓ1​ regularization

The network source location problem: ground state energy, entropy and effects of freezing

Sparse Hopfield network reconstruction with $ℓ_{1}$ regularization