Search Results for author: Faraz Khoshbakhtian

Found 2 papers, 1 papers with code

Deep Reinforcement Learning for Online Control of Stochastic Partial Differential Equations

no code implementations • NeurIPS Workshop DLDE 2021 • Erfan Pirmorad, Faraz Khoshbakhtian, Farnam Mansouri, Amir-Massoud Farahmand

In many areas, such as the physical sciences, life sciences, and finance, control approaches are used to achieve a desired goal in complex dynamical systems governed by differential equations.

reinforcement-learning Reinforcement Learning (RL)

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Anomaly Detection Approach to Identify Early Cases in a Pandemic using Chest X-rays

1 code implementation • 6 Oct 2020 • Shehroz S. Khan, Faraz Khoshbakhtian, Ahmed Bilal Ashraf

Therefore, we formulate the problem of identifying early cases in a pandemic as an anomaly detection problem, in which the data for healthy patients is abundantly available, whereas no training data is present for the class of interest (COVID-19 in our case).

Anomaly Detection

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