Saad Mohammad Abrar

Joined

December 2024

Names

Saad Mohammad Abrar (Preferred)

Emails

****@umd.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Maryland, College Park (umd.edu)

2020 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Analysis of Performance Improvements and Bias Associated with the Use of Human Mobility Data in COVID-19 Case Prediction Models
Saad Mohammad Abrar, Naman G Awasthi, Daniel Smolyak, Vanessa Frias-Martinez
- ACM Journal on Computing and Sustainable Societies
- Readers: Everyone
From "I have nothing to hide" to "It looks like stalking": Measuring Americans' Level of Comfort with Individual Mobility Features Extracted from Location Data
Naman Awasthi, Saad Mohammad Abrar, Daniel Smolyak, Vanessa Frías-Martínez
- CoRR 2025
- Readers: Everyone
DemOpts: Fairness corrections in COVID-19 case prediction models
Naman Awasthi, Saad Mohammad Abrar, Daniel Smolyak, Vanessa Frías-Martínez
- CoRR 2024
- Readers: Everyone
Auditing the Fairness of COVID-19 Forecast Hub Case Prediction Models
Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frías-Martínez
- CoRR 2024
- Readers: Everyone
Systematic analysis of the effectiveness of adding human mobility data to covid-19 case prediction linear models
Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frías-Martínez
- CoRR 2024
- Readers: Everyone
COVID-19's Unequal Toll: An assessment of small business impact disparities with respect to ethnorace in metropolitan areas in the US using mobility data
Saad Mohammad Abrar, Kazi Tasnim Zinat, Naman Awasthi, Vanessa Frías-Martínez
- CoRR 2024
- Readers: Everyone
Assessing the Impact of Case Correction Methods on the Fairness of COVID-19 Predictive Models
Daniel Smolyak, Saad Mohammad Abrar, Naman Awasthi, Vanessa Frías-Martínez
- CoRR 2024
- Readers: Everyone
Auditing the fairness of place-based crime prediction models implemented with deep learning approaches
Jiahui Wu, Saad Mohammad Abrar, Naman Awasthi, Vanessa Frías-Martínez
- Comput. Environ. Urban Syst. 2023
- Readers: Everyone
Analysis of Performance Improvements and Bias Associated with the Use of Human Mobility Data in COVID-19 Case Prediction Models
Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frías-Martínez
- ACM J. Comput. Sustain. Soc. 2023
- Readers: Everyone
The BALTO Toolkit - A New Approach to Ethical and Sustainable Data Collection for Equitable Public Transit
Vanessa Frías-Martínez, Saad Mohammad Abrar, Naman Awasthi, Sunyup Park, Jessica Vitak
- COMPASS 2023
- Readers: Everyone

View all 13 publications

Co-Authors