no code implementations • 14 Oct 2022 • Swapna Thorve, Young Yun Baek, Samarth Swarup, Henning Mortveit, Achla Marathe, Anil Vullikanti, Madhav Marathe
However, availability and access to detailed energy-use data, which would enable detailed studies, has been rare.
no code implementations • 4 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.
1 code implementation • 9 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.
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.
no code implementations • 27 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.
no code implementations • 21 Sep 2020 • Aniruddha Adiga, Devdatt Dubhashi, Bryan Lewis, Madhav Marathe, Srinivasan Venkatramanan, Anil Vullikanti
COVID-19 pandemic represents an unprecedented global health crisis in the last 100 years.
no code implementations • 28 Jan 2020 • Lijing Wang, Jiangzhuo Chen, Madhav Marathe
At the county level, TDEFSI outperforms the other methods.