500 citations · 539 across the 11 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
physics.soc-ph2021★ 30 cited
Balanced Hodge Laplacians Optimize Consensus Dynamics over Simplicial Complexes
Cameron Ziegler, Per Sebastian Skardal, Haimonti Dutta +1
Despite the vast literature on network dynamics, we still lack basic insights into dynamics on higher-order structures (e.g., edges, triangles, and more generally, -dimensional…
cs.LG2021★ 1 cited
Consensus Based Multi-Layer Perceptrons for Edge Computing
Haimonti Dutta, Nitin Nataraj, Saurabh Amarnath Mahindre
In recent years, storing large volumes of data on distributed devices has become commonplace. Applications involving sensors, for example, capture data in different modalities incl…