Madhav Marathe

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University of Virginia ∙ Virginia Polytechnic Institute and State University

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Cohorting to isolate asymptomatic spreaders: An agent-based simulation study on the Mumbai Suburban Railway

The Mumbai Suburban Railways, locals, are a key transit infrastructure o...
12/23/2020 ∙ by Alok Talekar, et al. ∙ 0 ∙ share

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Pandemic Informatics: Preparation, Robustness, and Resilience

Infectious diseases cause more than 13 million deaths a year, worldwide....
12/16/2020 ∙ by Elizabeth Bradley, et al. ∙ 0 ∙ share

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Wisdom of the Ensemble: Improving Consistency of Deep Learning Models

Deep learning classifiers are assisting humans in making decisions and h...
11/13/2020 ∙ by Lijing Wang, et al. ∙ 10 ∙ share

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Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting

The COVID-19 pandemic represents the most significant public health disa...
10/27/2020 ∙ by Lijing Wang, et al. ∙ 0 ∙ share

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SubGraph2Vec: Highly-Vectorized Tree-likeSubgraph Counting

Subgraph counting aims to count occurrences of a template T in a given n...
09/23/2020 ∙ by Langshi Chen, et al. ∙ 0 ∙ share

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Models for COVID-19 Pandemic: A Comparative Analysis

COVID-19 pandemic represents an unprecedented global health crisis in th...
09/21/2020 ∙ by Aniruddha Adiga, et al. ∙ 0 ∙ share

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A GraphBLAS Approach for Subgraph Counting

Subgraph counting aims to count the occurrences of a subgraph template T...
03/11/2019 ∙ by Langshi Chen, et al. ∙ 0 ∙ share

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Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation

The convergence of HPC and data-intensive methodologies provide a promis...
02/27/2019 ∙ by Geoffrey Fox, et al. ∙ 0 ∙ share

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High-Performance Massive Subgraph Counting using Pipelined Adaptive-Group Communication

Subgraph counting aims to count the number of occurrences of a subgraph ...
04/25/2018 ∙ by Langshi Chen, et al. ∙ 0 ∙ share

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Calibrating a Stochastic Agent Based Model Using Quantile-based Emulation

In a number of cases, the Quantile Gaussian Process (QGP) has proven eff...
12/02/2017 ∙ by Arindam Fadikar, et al. ∙ 0 ∙ share

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