286 citations · 300 across the 9 of their papers we have counts for
9 papers
KANs need curvature: penalties for compositional smoothness
James Bagrow
Kolmogorov-Arnold networks (KANs) offer a potent combination of accuracy and interpretability, thanks to their compositions of learnable univariate activation functions. However, t…
Measuring Centralization of Online Platforms Through Size and Interconnection of Communities
Milo Z. Trujillo, Laurent Hébert-Dufresne, James Bagrow
Decentralized architecture offers a robust and flexible structure for online platforms, since centralized moderation and computation can be easy to disrupt with targeted attacks. H…
Network Cards: concise, readable summaries of network data
James Bagrow, Yong-Yeol Ahn
The deluge of network datasets demands a standard way to effectively and succinctly summarize network datasets. Building on similar efforts to standardize the documentation of mode…
The OCEAN mailing list data set: Network analysis spanning mailing lists and code repositories
Melanie Warrick, Samuel F. Rosenblatt, Jean-Gabriel Young +3
Communication surrounding the development of an open source project largely occurs outside the software repository itself. Historically, large communities often used a collection o…
Hierarchical team structure and multidimensional localization (or siloing) on networks
Laurent Hébert-Dufresne, Guillaume St-Onge, John Meluso +2
Knowledge silos emerge when structural properties of organizational interaction networks limit the diffusion of information. These structural barriers are known to take many forms…
Recovering lost and absent information in temporal networks
James P. Bagrow, Sune Lehmann
The full range of activity in a temporal network is captured in its edge activity data -- time series encoding the tie strengths or on-off dynamics of each edge in the network. How…
Efficient crowdsourcing of crowd-generated microtasks
Abigail Hotaling, James P. Bagrow
Allowing members of the crowd to propose novel microtasks for one another is an effective way to combine the efficiencies of traditional microtask work with the inventiveness and h…
Flavor network and the principles of food pairing
Yong-Yeol Ahn, Sebastian E. Ahnert, James P. Bagrow +1
The cultural diversity of culinary practice, as illustrated by the variety of regional cuisines, raises the question of whether there are any general patterns that determine the in…
A Local Method for Detecting Communities
Jim Bagrow, Erik Bollt
We propose a novel method of community detection that is computationally inexpensive and possesses physical significance to a member of a social network. This method is unlike many…