Rumi Chunara

According to our database, Rumi Chunara authored at least 45 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Leveraging CLIP for Inferring Sensitive Information and Improving Model Fairness.

Miao Zhang, Rumi Chunara

CoRR, 2024

Disparate Effect Of Missing Mediators On Transportability of Causal Effects.

Vishwali Mhasawade, Rumi Chunara

CoRR, 2024

Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model.

Salman Rahman, Lavender Yao Jiang, Saadia Gabriel, Yindalon Aphinyanaphongs, Eric Karl Oermann, Rumi Chunara

CoRR, 2024

Impact on Public Health Decision Making by Utilizing Big Data Without Domain Knowledge.

Miao Zhang, Salman Rahman, Vishwali Mhasawade, Rumi Chunara

CoRR, 2024

Understanding Disparities in Post Hoc Machine Learning Explanation.

Vishwali Mhasawade, Salman Rahman, Zoe Haskell-Craig, Rumi Chunara

CoRR, 2024

2023

A Brief Tutorial on Sample Size Calculations for Fairness Audits.

Harvineet Singh, Fan Xia, Mi-Ok Kim, Romain Pirracchio, Rumi Chunara, Jean Feng

CoRR, 2023

When do Minimax-fair Learning and Empirical Risk Minimization Coincide?

Harvineet Singh, Matthäus Kleindessner, Volkan Cevher, Rumi Chunara, Chris Russell

Proceedings of the International Conference on Machine Learning, 2023

Measures of Disparity and their Efficient Estimation.

Harvineet Singh, Rumi Chunara

Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023

2022

Fair contrastive pre-training for geographic images.

Miao Zhang, Rumi Chunara

CoRR, 2022

Data science in public health: building next generation capacity.

Nicholas Mirin, Heather Mattie, Latifa Jackson, Zainab Samad, Rumi Chunara

CoRR, 2022

ICWSM 2022 Workshop on Data for the Wellbeing of Most Vulnerable: Global Problems, Local Solutions.

Yelena Mejova, Kyriaki Kalimeri, Daniela Paolotti, Rumi Chunara

Proceedings of the Workshop Proceedings of the 16th International AAAI Conference on Web and Social Media, 2022

Segmenting across places: The need for fair transfer learning with satellite imagery.

Miao Zhang, Harvineet Singh, Lazarus Chok, Rumi Chunara

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Machine learning and algorithmic fairness in public and population health.

Vishwali Mhasawade, Yuan Zhao, Rumi Chunara

Nat. Mach. Intell., 2021

Telemedicine and healthcare disparities: a cohort study in a large healthcare system in New York City during COVID-19.

Rumi Chunara, Yuan Zhao, Ji Chen, Katharine Lawrence, Paul A. Testa, Oded Nov, Devin M. Mann

J. Am. Medical Informatics Assoc., 2021

ICWSM 2021 Workshop on Data for the Wellbeing of Most Vulnerable: Promises and Challenges.

Yelena Mejova, Kyriaki Kalimeri, Daniela Paolotti, Rumi Chunara

Proceedings of the Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media, 2021

Fairness Violations and Mitigation under Covariate Shift.

Harvineet Singh, Rina Singh, Vishwali Mhasawade, Rumi Chunara

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

Causal Multi-level Fairness.

Vishwali Mhasawade, Rumi Chunara

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty.

Umang Bhatt, Javier Antorán, Yunfeng Zhang, Q. Vera Liao, Prasanna Sattigeri, Riccardo Fogliato, Gabrielle Gauthier Melançon, Ranganath Krishnan, Jason Stanley, Omesh Tickoo, Lama Nachman, Rumi Chunara, Madhulika Srikumar, Adrian Weller, Alice Xiang

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020

COVID-19 transforms health care through telemedicine: Evidence from the field.

Devin M. Mann, Ji Chen, Rumi Chunara, Paul A. Testa, Oded Nov

J. Am. Medical Informatics Assoc., 2020

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty.

Umang Bhatt, Yunfeng Zhang, Javier Antorán, Q. Vera Liao, Prasanna Sattigeri, Riccardo Fogliato, Gabrielle Gauthier Melançon, Ranganath Krishnan, Jason Stanley, Omesh Tickoo, Lama Nachman, Rumi Chunara, Adrian Weller, Alice Xiang

CoRR, 2020

Machine Learning in Population and Public Health.

Vishwali Mhasawade, Yuan Zhao, Rumi Chunara

CoRR, 2020

No Computation without Representation: Avoiding Data and Algorithm Biases through Diversity.

Caitlin Kuhlman, Latifa Jackson, Rumi Chunara

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Quasi-Experimental Designs for Assessing Response on Social Media to Policy Changes.

Yijun Tian, Rumi Chunara

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

Population-aware hierarchical bayesian domain adaptation via multi-component invariant learning.

Vishwali Mhasawade, Nabeel Abdur Rehman, Rumi Chunara

Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

2019

Fair Predictors under Distribution Shift.

Harvineet Singh, Rina Singh, Vishwali Mhasawade, Rumi Chunara

CoRR, 2019

Population-aware Hierarchical Bayesian Domain Adaptation via Multiple-component Invariant Learning.

Vishwali Mhasawade, Nabeel Abdur Rehman, Rumi Chunara

CoRR, 2019

Reports of the Workshops Held at the 2019 International AAAI Conference on Web and Social Media.

Diego Alburez-Gutierrez, Eshwar Chandrasekharan, Rumi Chunara, Sofia Gil-Clavel, Aniko Hannak, Roberto Interdonato, Kenneth Joseph, Kyriaki Kalimeri, Momin M. Malik, Katja Mayer, Yelena Mejova, Daniela Paolotti, Emilio Zagheni

AI Mag., 2019

Using Contextual Information to Improve Blood Glucose Prediction.

Mohammad Akbari, Rumi Chunara

Proceedings of the Machine Learning for Healthcare Conference, 2019

Race, Ethnicity and National Origin-Based Discrimination in Social Media and Hate Crimes across 100 U.S. Cities.

Kunal Relia, Zhengyi Li, Stephanie H. Cook, Rumi Chunara

Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

Deep Landscape Features for Improving Vector-borne Disease Prediction.

Nabeel Abdur Rehman, Umar Saif, Rumi Chunara

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Socio-spatial Self-organizing Maps: Using Social Media to Assess Relevant Geographies for Exposure to Social Processes.

Kunal Relia, Mohammad Akbari, Dustin Duncan, Rumi Chunara

Proc. ACM Hum. Comput. Interact., 2018

Tracking health seeking behavior during an Ebola outbreak via mobile phones and SMS.

Shuo Feng, Karen A. Grépin, Rumi Chunara

npj Digit. Medicine, 2018

Population-aware Hierarchical Bayesian Domain Adaptation.

Vishwali Mhasawade, Nabeel Abdur Rehman, Rumi Chunara

CoRR, 2018

Domain Adaptation for Infection Prediction from Symptoms Based on Data from Different Study Designs and Contexts.

Nabeel Abdur Rehman, Maxwell Matthaios Aliapoulios, Disha Umarwani, Rumi Chunara

CoRR, 2018

Reports of the Workshops Held at the 2018 International AAAI Conference on Web and Social Media.

Jisun An, Rumi Chunara, David J. Crandall, Darian Frajberg, Megan French, Bernard J. Jansen, Juhi Kulshrestha, Yelena Mejova, Daniel M. Romero, Joni Salminen, Amit Sharma, Amit P. Sheth, Chenhao Tan, Samuel Hardman Taylor, Sanjaya Wijeratne

AI Mag., 2018

From the User to the Medium: Neural Profiling Across Web Communities.

Mohammad Akbari, Kunal Relia, Anas Elghafari, Rumi Chunara

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Creating full individual-level location timelines from sparse social media data.

Nabeel Abdur Rehman, Kunal Relia, Rumi Chunara

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2017

High-resolution Temporal Representations of Alcohol and Tobacco Behaviors from Social Media Data.

Tom Huang, Anas Elghafari, Kunal Relia, Rumi Chunara

Proc. ACM Hum. Comput. Interact., 2017

Using Sparse Digital Traces to Fill in Individual Level Mobility Timelines.

Nabeel Abdur Rehman, Kunal Relia, Rumi Chunara

CoRR, 2017

Assessing Behavior Stage Progression From Social Media Data.

Jiaxin Liu, Elissa R. Weitzman, Rumi Chunara

Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

New data paradigms: From the crowd and back.

Rumi Chunara

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Network inference from multimodal data: A review of approaches from infectious disease transmission.

Bisakha Ray, Elodie Ghedin, Rumi Chunara

J. Biomed. Informatics, 2016

2014

First Feasibility of a Surveillance Platform Combining Community-Submitted Symptoms and Specimens for Molecular Diagnostic Testing.

Jennifer Goff, Aaron A. Rowe, Rumi Chunara

Proceedings of the AMIA 2014, 2014

2013

Participatory disease surveillance in Latin America.

Michael A. Johansson, Oktawia Wojcik, Rumi Chunara, Mark Smolinski, John S. Brownstein

Proceedings of the 22nd International World Wide Web Conference, 2013

2004

Phased array systems in silicon.

Ali Hajimiri, Abbas Komijani, Arun Natarajan, Rumi Chunara, Xiang Guan, Hossein Hashemi

IEEE Commun. Mag., 2004