64 citations · 478 across the 63 of their papers we have counts for
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stat.ML2019★ 4 cited
Inverse Ising inference from high-temperature re-weighting of observations
Junghyo Jo, Danh-Tai Hoang, Vipul Periwal
Maximum Likelihood Estimation (MLE) is the bread and butter of system inference for stochastic systems. In some generality, MLE will converge to the correct model in the infinite d…
physics.data-an2019★ 15 cited
Data-driven inference of hidden nodes in networks
Danh-Tai Hoang, Junghyo Jo, Vipul Periwal
The explosion of activity in finding interactions in complex systems is driven by availability of copious observations of complex natural systems. However, such systems, e.g. the h…