6 citations · 13 across the 3 of their papers we have counts for
7 papers
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…
Covariant Noether charges for type IIB and 11-dimensional supergravities
Óscar J. C. Dias, Gavin S. Hartnett, Jorge E. Santos
The covariant Noether charge formalism (also known as the covariant phase method) of Wald and collaborators, including its cohomological extension, is a manifestly covariant Hamilt…
Adversarial Examples for Cost-Sensitive Classifiers
Gavin S. Hartnett, Andrew J. Lohn, Alexander P. Sedlack
Motivated by safety-critical classification problems, we investigate adversarial attacks against cost-sensitive classifiers. We use current state-of-the-art adversarially-resistant…
Holographic dual of hot Polchinski-Strassler quark-gluon plasma
Iosif Bena, Oscar J. C. Dias, Gavin S. Hartnett +2
We construct the supergravity dual of the hot quark-gluon plasma in the mass-deformed Super-Yang-Mills theory (also known as ). The full ten-dimensional…