102 citations
- Seoul National UniversityKR18 papers
- Korea Institute for Advanced StudyKR14 papers
- University of UlsanKR8 papers
- Pohang University of Science and TechnologyKR6 papers
- Asia Pacific Center for Theoretical PhysicsKR5 papers
- National Institute of Diabetes and Digestive and Kidney DiseasesUS3 papers
- National Institutes of HealthUS3 papers
- Quảng Bình UniversityVN3 papers
- Ajou UniversityKR2 papers
- Semyung UniversityKR2 papers
- The Abdus Salam International Centre for Theoretical Physics (ICTP)IT2 papers
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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…
physics.data-an2018★ 50 cited
Statistical Criticality arises in Most Informative Representations
Ryan John Cubero, Junghyo Jo, Matteo Marsili +2
We show that statistical criticality, i.e. the occurrence of power law frequency distributions, arises in samples that are maximally informative about the underlying generating pro…
physics.data-an2017★ 16 cited
Causality inference in stochastic systems from neurons to currencies: Profiting from small sample size
Danh-Tai Hoang, Juyong Song, Vipul Periwal +1
Success in modeling complex phenomena such as human perception hinges critically on the availability of data and computational power. Significant progress has been made in modeling…