Rumi Chunara

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 52

Top Topics

Hierarchical Bayesian

Infectious Disease

Experimental Designs

Top Venues

Publications

Miao Zhang, Rumi Chunara
Leveraging CLIP for Inferring Sensitive Information and Improving Model Fairness. CoRR (2024)
Vishwali Mhasawade, Salman Rahman, Zoe Haskell-Craig, Rumi Chunara
Understanding Disparities in Post Hoc Machine Learning Explanation. CoRR (2024)
Vishwali Mhasawade, Salman Rahman, Zoé Haskell-Craig, Rumi Chunara
Understanding Disparities in Post Hoc Machine Learning Explanation. FAccT (2024)
Vishwali Mhasawade, Rumi Chunara
Disparate Effect Of Missing Mediators On Transportability of Causal Effects. CoRR (2024)
Miao Zhang, Salman Rahman, Vishwali Mhasawade, Rumi Chunara
Impact on Public Health Decision Making by Utilizing Big Data Without Domain Knowledge. CoRR (2024)
Salman Rahman, Lavender Yao Jiang, Saadia Gabriel, Yindalon Aphinyanaphongs, Eric Karl Oermann, Rumi Chunara
Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model. CoRR (2024)
Harvineet Singh, Matthäus Kleindessner, Volkan Cevher, Rumi Chunara, Chris Russell
When do Minimax-fair Learning and Empirical Risk Minimization Coincide? ICML (2023)
Harvineet Singh, Fan Xia, Mi-Ok Kim, Romain Pirracchio, Rumi Chunara, Jean Feng
A Brief Tutorial on Sample Size Calculations for Fairness Audits. CoRR (2023)
Harvineet Singh, Rumi Chunara
Measures of Disparity and their Efficient Estimation. AIES (2023)
Miao Zhang, Rumi Chunara
Fair contrastive pre-training for geographic images. CoRR (2022)
Miao Zhang, Harvineet Singh, Lazarus Chok, Rumi Chunara
Segmenting across places: The need for fair transfer learning with satellite imagery. CVPR Workshops (2022)
Yelena Mejova, Kyriaki Kalimeri, Daniela Paolotti, Rumi Chunara
ICWSM 2022 Workshop on Data for the Wellbeing of Most Vulnerable: Global Problems, Local Solutions. ICWSM Workshops (2022)
Nicholas Mirin, Heather Mattie, Latifa Jackson, Zainab Samad, Rumi Chunara
Data science in public health: building next generation capacity. CoRR (2022)
Miao Zhang, Harvineet Singh, Lazarus Chok, Rumi Chunara
Segmenting across places: The need for fair transfer learning with satellite imagery. CoRR (2022)
Rumi Chunara, Yuan Zhao, Ji Chen, Katharine Lawrence, Paul A. Testa, Oded Nov, Devin M. Mann
Telemedicine and healthcare disparities: a cohort study in a large healthcare system in New York City during COVID-19. J. Am. Medical Informatics Assoc. 28 (1) (2021)
Vishwali Mhasawade, Rumi Chunara
Causal Multi-level Fairness. AIES (2021)
Yelena Mejova, Kyriaki Kalimeri, Daniela Paolotti, Rumi Chunara
ICWSM 2021 Workshop on Data for the Wellbeing of Most Vulnerable: Promises and Challenges. ICWSM Workshops (2021)
Vishwali Mhasawade, Yuan Zhao, Rumi Chunara
Machine learning and algorithmic fairness in public and population health. Nat. Mach. Intell. 3 (8) (2021)
Harvineet Singh, Rina Singh, Vishwali Mhasawade, Rumi Chunara
Fairness Violations and Mitigation under Covariate Shift. FAccT (2021)
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
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty. AIES (2021)
Vishwali Mhasawade, Yuan Zhao, Rumi Chunara
Machine Learning in Population and Public Health. CoRR (2020)
Caitlin Kuhlman, Latifa Jackson, Rumi Chunara
No computation without representation: Avoiding data and algorithm biases through diversity. CoRR (2020)
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
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty. CoRR (2020)
Devin M. Mann, Ji Chen, Rumi Chunara, Paul A. Testa, Oded Nov
COVID-19 transforms health care through telemedicine: Evidence from the field. J. Am. Medical Informatics Assoc. 27 (7) (2020)
Caitlin Kuhlman, Latifa Jackson, Rumi Chunara
No Computation without Representation: Avoiding Data and Algorithm Biases through Diversity. KDD (2020)
Vishwali Mhasawade, Nabeel Abdur Rehman, Rumi Chunara
Population-aware hierarchical bayesian domain adaptation via multi-component invariant learning. CHIL (2020)
Yijun Tian, Rumi Chunara
Quasi-experimental Designs for Assessing Response on Social Media to Policy Changes. CoRR (2020)
Yijun Tian, Rumi Chunara
Quasi-Experimental Designs for Assessing Response on Social Media to Policy Changes. ICWSM (2020)
Vishwali Mhasawade, Rumi Chunara
Causal Multi-Level Fairness. CoRR (2020)
Vishwali Mhasawade, Nabeel Abdur Rehman, Rumi Chunara
Population-aware Hierarchical Bayesian Domain Adaptation via Multiple-component Invariant Learning. CoRR (2019)
Nabeel Abdur Rehman, Umar Saif, Rumi Chunara
Deep Landscape Features for Improving Vector-borne Disease Prediction. CVPR Workshops (2019)
Kunal Relia, Zhengyi Li, Stephanie H. Cook, Rumi Chunara
Race, Ethnicity and National Origin-Based Discrimination in Social Media and Hate Crimes across 100 U.S. Cities. ICWSM (2019)
Nabeel Abdur Rehman, Umar Saif, Rumi Chunara
Deep Landscape Features for Improving Vector-borne Disease Prediction. CoRR (2019)
Mohammad Akbari, Rumi Chunara
Using Contextual Information to Improve Blood Glucose Prediction. CoRR (2019)
Kunal Relia, Zhengyi Li, Stephanie H. Cook, Rumi Chunara
Race, Ethnicity and National Origin-based Discrimination in Social Media and Hate Crimes Across 100 U.S. Cities. CoRR (2019)
Mohammad Akbari, Rumi Chunara
Using Contextual Information to Improve Blood Glucose Prediction. MLHC (2019)
Harvineet Singh, Rina Singh, Vishwali Mhasawade, Rumi Chunara
Fair Predictors under Distribution Shift. CoRR (2019)
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
Reports of the Workshops Held at the 2019 International AAAI Conference on Web and Social Media. AI Mag. 40 (4) (2019)
Kunal Relia, Mohammad Akbari, Dustin Duncan, Rumi Chunara
Socio-spatial Self-organizing Maps: Using Social Media to Assess Relevant Geographies for Exposure to Social Processes. Proc. ACM Hum. Comput. Interact. 2 (CSCW) (2018)
Kunal Relia, Mohammad Akbari, Dustin Duncan, Rumi Chunara
Socio-spatial Self-organizing Maps: Using Social Media to Assess Relevant Geographies for Exposure to Social Processes. CoRR (2018)
Nabeel Abdur Rehman, Kunal Relia, Rumi Chunara
Creating full individual-level location timelines from sparse social media data. SIGSPATIAL/GIS (2018)
Vishwali Mhasawade, Nabeel Abdur Rehman, Rumi Chunara
Population-aware Hierarchical Bayesian Domain Adaptation. CoRR (2018)
Mohammad Akbari, Kunal Relia, Anas Elghafari, Rumi Chunara
From the User to the Medium: Neural Profiling Across Web Communities. ICWSM (2018)
Nabeel Abdur Rehman, Maxwell Matthaios Aliapoulios, Disha Umarwani, Rumi Chunara
Domain Adaptation for Infection Prediction from Symptoms Based on Data from Different Study Designs and Contexts. CoRR (2018)
Shuo Feng, Karen A. Grépin, Rumi Chunara
Tracking health seeking behavior during an Ebola outbreak via mobile phones and SMS. npj Digit. Medicine 1 (2018)
Mohammad Akbari, Kunal Relia, Anas Elghafari, Rumi Chunara
From the User to the Medium: Neural Profiling Across Web Communities. CoRR (2018)
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
Reports of the Workshops Held at the 2018 International AAAI Conference on Web and Social Media. AI Mag. 39 (4) (2018)
Jiaxin Liu, Elissa R. Weitzman, Rumi Chunara
Assessing Behavior Stage Progression From Social Media Data. CSCW (2017)
Tom Huang, Anas Elghafari, Kunal Relia, Rumi Chunara
High-resolution Temporal Representations of Alcohol and Tobacco Behaviors from Social Media Data. Proc. ACM Hum. Comput. Interact. 1 (CSCW) (2017)
Nabeel Abdur Rehman, Kunal Relia, Rumi Chunara
Using Sparse Digital Traces to Fill in Individual Level Mobility Timelines. CoRR (2017)
Rumi Chunara
New data paradigms: From the crowd and back. IEEE BigData (2017)
Bisakha Ray, Elodie Ghedin, Rumi Chunara
Network inference from multimodal data: A review of approaches from infectious disease transmission. J. Biomed. Informatics 64 (2016)
Jennifer Goff, Aaron A. Rowe, Rumi Chunara
First Feasibility of a Surveillance Platform Combining Community-Submitted Symptoms and Specimens for Molecular Diagnostic Testing. AMIA (2014)
Michael A. Johansson, Oktawia Wojcik, Rumi Chunara, Mark Smolinski, John S. Brownstein
Participatory disease surveillance in Latin America. WWW (Companion Volume) (2013)
Ali Hajimiri, Abbas Komijani, Arun Natarajan, Rumi Chunara, Xiang Guan, Hossein Hashemi
Phased array systems in silicon. IEEE Commun. Mag. 42 (8) (2004)