2 citations · 3 across the 5 of their papers we have counts for
7 papers
Large Network limit for Latent Variable Process Models with Endogeneously Evolving Interactions among Multiple Types
Ankan Ganguly, Konstantinos Spiliopoulos
Motivated by the opinion and social dynamics literature, we rigorously study dynamically co-evolving latent space network models, where agent opinions evolve based on a latent stat…
Colorful Exponential Random Graph Models
Bhaswar B. Bhattacharya, Pierfrancesco Dionigi, Ankan Ganguly +1
In this paper, we initiate the study of colored exponential random graph models (ERGMs), a class of exponential-family models for networks with multiple types of edge relations. Us…
Multiplexons: Limits of Multiplex Networks
Ankan Ganguly, Bhaswar B. Bhattacharya
In a multiplex network, a set of nodes is connected by different types of interactions, each represented as a separate layer within the network. Multiplexes have emerged as a key i…
Mean-Field Analysis of Latent Variable Process Models on Dynamically Evolving Graphs with Feedback Effects
Ankan Ganguly, Konstantinos Spiliopoulos, Daniel Sussman
We study the mean-field limit of a generic class of dynamic co-evolving latent space networks motivated by the social and opinion dynamics literature. Such models include agent…
Interacting Jump Processes Preserve Semi-Global Markov Random Fields on Path Space
Ankan Ganguly, Kavita Ramanan
Consider a system of interacting particles indexed by the nodes of a graph whose vertices are equipped with marks representing parameters of the model such as the environment or in…
Hydrodynamic Limits of non-Markovian Interacting Particle Systems on Sparse Graphs
Ankan Ganguly, Kavita Ramanan
Consider an interacting particle system indexed by the vertices of a (possibly random) locally finite graph whose vertices and edges are equipped with marks representing parameters…
Rotor-Routing Induces the Only Consistent Sandpile Torsor Structure on Plane Graphs
Ankan Ganguly, Alex McDonough
We make precise and prove a conjecture of Klivans about actions of the sandpile group on spanning trees. More specifically, the conjecture states that there exists a unique ``suita…