18 citations · 77 across the 15 of their papers we have counts for
15 papers
Variational Rejection Particle Filtering
Rahul Sharma, Soumya Banerjee, Dootika Vats +1
We present a variational inference (VI) framework that unifies and leverages sequential Monte-Carlo (particle filtering) with \emph{approximate} rejection sampling to construct a f…
Combinatorial Models for the Variety of Complete Quadrics
Soumya Banerjee, Mahir Bilen Can, Michael Joyce
We develop several combinatorial models that are useful in the study of the -variety of complete quadrics. Barred permutations parameterize the fixed points of…
A Biologically Inspired Model of Distributed Online Communication Supporting Efficient Search and Diffusion of Innovation
Soumya Banerjee
We inhabit a world that is not only small but supports efficient decentralized search - an individual using local information can establish a line of communication with another com…
Optimal Strategies for Virus Propagation
Soumya Banerjee
This paper explores a number of questions regarding optimal strategies evolved by viruses upon entry into a vertebrate host. The infected cell life cycle consists of a non-producti…
A Multi-Agent System Approach to Load-Balancing and Resource Allocation for Distributed Computing
Soumya Banerjee, Joshua Hecker
In this research we use a decentralized computing approach to allocate and schedule tasks on a massively distributed grid. Using emergent properties of multi-agent systems, the alg…
Analysis of a Planetary Scale Scientific Collaboration Dataset Reveals Novel Patterns
Soumya Banerjee
Scientific collaboration networks are an important component of scientific output and contribute significantly to expanding our knowledge and to the economy and gross domestic prod…