307 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Harvard UniversityUS5 papers
- Stanford UniversityUS3 papers
- Bordeaux Population HealthFR2 papers
- California Institute of TechnologyUS2 papers
- Cancer Research And BiostatisticsUS2 papers
- Carnegie Mellon UniversityUS2 papers
- Google (United States)US2 papers
- Institut de Recherche VaccinaleFR2 papers
- Johns Hopkins UniversityUS2 papers
- Princeton UniversityUS2 papers
- Romanian AcademyRO2 papers
- The University of Texas at AustinUS2 papers
3 papers · 2 filters
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 Generative Machine Learning Approach to Policy Optimization in Pursuit-Evasion Games
Shiva Navabi, Osonde A. Osoba
We consider a pursuit-evasion game [11] played between two agents, 'Blue' (the pursuer) and 'Red' (the evader), over time steps. Red aims to attack Blue's territory. Blue's obj…
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…