Search Results for author: Madhav Marathe

Found 7 papers, 2 papers with code

Simulation-Assisted Optimization for Large-Scale Evacuation Planning with Congestion-Dependent Delays

no code implementations4 Sep 2022 Kazi Ashik Islam, Da Qi Chen, Madhav Marathe, Henning Mortveit, Samarth Swarup, Anil Vullikanti

However, joint optimization of its two essential components, routing and scheduling, with objectives such as minimizing average evacuation time or evacuation completion time, is a computationally hard problem.

Management Scheduling

Deploying Vaccine Distribution Sites for Improved Accessibility and Equity to Support Pandemic Response

1 code implementation9 Feb 2022 George Li, Ann Li, Madhav Marathe, Aravind Srinivasan, Leonidas Tsepenekas, Anil Vullikanti

In response to COVID-19, many countries have mandated social distancing and banned large group gatherings in order to slow down the spread of SARS-CoV-2.

Wisdom of the Ensemble: Improving Consistency of Deep Learning Models

1 code implementation NeurIPS 2020 Lijing Wang, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Ahmed Farahat, Mahbubul Alam, Chetan Gupta, Jiangzhuo Chen, Madhav Marathe

Deep learning classifiers are assisting humans in making decisions and hence the user's trust in these models is of paramount importance.

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

no code implementations27 Oct 2020 Lijing Wang, Aniruddha Adiga, Srinivasan Venkatramanan, Jiangzhuo Chen, Bryan Lewis, Madhav Marathe

Deep learning-based time series models for forecasting have recently gained popularity and have been successfully used for epidemic forecasting.

Clustering Spatio-Temporal Forecasting +2

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