15 citations · 61 across the 20 of their papers we have counts for
4 papers · 1 filter
Server, server in the cloud. Who is the fairest in the crowd?
Marc Böhlen, Varun Chandola, Amol Salunkhe
This paper follows the recent history of automated beauty competitions to discuss how machine learning techniques, in particular neural networks, alter the way attractiveness is ha…
Modeling Graphs Using a Mixture of Kronecker Models
Suchismit Mahapatra, Varun Chandola
Generative models for graphs are increasingly becoming a popular tool for researchers to generate realistic approximations of graphs. While in the past, focus was on generating gra…
S-Isomap++: Multi Manifold Learning from Streaming Data
Suchismit Mahapatra, Varun Chandola
Manifold learning based methods have been widely used for non-linear dimensionality reduction (NLDR). However, in many practical settings, the need to process streaming data is a c…
Tracking System Behaviour from Resource Usage Data
Niyazi Sorkunlu, Varun Chandola, Abani Patra
Resource usage data, collected using tools such as TACC Stats, capture the resource utilization by nodes within a high performance computing system. We present methods to analyze t…