247 citations · 597 across the 27 of their papers we have counts for
3 papers · 1 filter
Deep Generative Modeling in Network Science with Applications to Public Policy Research
Gavin S. Hartnett, Raffaele Vardavas, Lawrence Baker +5
Network data is increasingly being used in quantitative, data-driven public policy research. These are typically very rich datasets that contain complex correlations and inter-depe…
A Probability Density Theory for Spin-Glass Systems
Gavin S. Hartnett, Masoud Mohseni
Spin-glass systems are universal models for representing many-body phenomena in statistical physics and computer science. High quality solutions of NP-hard combinatorial optimizati…
Self-Supervised Learning of Generative Spin-Glasses with Normalizing Flows
Gavin S. Hartnett, Masoud Mohseni
Spin-glasses are universal models that can capture complex behavior of many-body systems at the interface of statistical physics and computer science including discrete optimizatio…