16 citations · 64 across the 7 of their papers we have counts for
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cond-mat.str-el2021
Learning disentangled representation for classical models
Dongchen Huang, Danqing Hu, Yi-feng Yang
Finding disentangled representation plays a predominant role in the success of modern deep learning applications, but the results lack a straightforward explanation. Here we apply…
cond-mat.str-el2021★ 16 cited
Mutual information, quantum phase transition, and phase coherence in Kondo systems
Jian-Jun Dong, Dongchen Huang, Yi-feng Yang
We propose a static auxiliary field approximation to study the hybridization physics of Kondo systems without the sign problem and use the mutual information to measure the intersi…
cs.LG2021★ 16 cited
Learned Optimizers for Analytic Continuation
Dongchen Huang, Yi-feng Yang
Traditional maximum entropy and sparsity-based algorithms for analytic continuation often suffer from the ill-posed kernel matrix or demand tremendous computation time for paramete…