Rumi Chunara

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All published works

Action	Title	Year	Authors
+ PDF Chat	Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite Imagery	2024	Miao Zhang Rumi Chunara
+ PDF Chat	Understanding Disparities in Post Hoc Machine Learning Explanation	2024	Vishwali Mhasawade Md Salman Rahman Zoé Haskell-Craig Rumi Chunara
+ PDF Chat	Leveraging CLIP for Inferring Sensitive Information and Improving Model Fairness	2024	Miao Zhang Rumi Chunara
+ PDF Chat	Disparate Effect Of Missing Mediators On Transportability of Causal Effects	2024	Vishwali Mhasawade Rumi Chunara
+ PDF Chat	Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model	2024	Salman Rahman Lavender Yao Jiang Saadia Gabriel Yindalon Aphinyanaphongs Eric K. Oermann Rumi Chunara
+ PDF Chat	Impact on Public Health Decision Making by Utilizing Big Data Without Domain Knowledge	2024	Miao Zhang Salman Rahman Vishwali Mhasawade Rumi Chunara
+ PDF Chat	Understanding Disparities in Post Hoc Machine Learning Explanation	2024	Vishwali Mhasawade Salman Rahman Zoe Haskell-Craig Rumi Chunara
+	Measures of Disparity and their Efficient Estimation	2023	Harvineet Singh Rumi Chunara
+ PDF Chat	Quantifying greenspace using deep learning in Karachi, Pakistan	2023	Miao Zhang Hajra Arshad Manzar Abbas Hamzah Jehanzeb Izza Tahir Javerya Hassan Zainab Samad Rumi Chunara
+	A Brief Tutorial on Sample Size Calculations for Fairness Audits	2023	Harvineet Singh Fan Xia Mi‐Ok Kim Romain Pirracchio Rumi Chunara Jean Feng
+ PDF Chat	Data Science in Public Health: Building Next Generation Capacity	2022	Nicholas Mirin Rumi Chunara
+ PDF Chat	Evidence for Telemedicine’s Ongoing Transformation of Health Care Delivery Since the Onset of COVID-19: Retrospective Observational Study	2022	Soumik Mandal Batia M. Wiesenfeld David Mann Katharine Lawrence Rumi Chunara Paul Testa Oded Nov
+ PDF Chat	Segmenting across places: The need for fair transfer learning with satellite imagery	2022	Miao Zhang Harvineet Singh Lazarus Chok Rumi Chunara
+	Segmenting across places: The need for fair transfer learning with satellite imagery	2022	Miao Zhang Harvineet Singh Lazarus Chok Rumi Chunara
+	Data science in public health: building next generation capacity	2022	Nicholas Mirin Heather Mattie Latifa Jackson Zainab Samad Rumi Chunara
+	Fair contrastive pre-training for geographic image segmentation	2022	Miao Zhang Rumi Chunara
+	Discrimination is Associated with C-Reactive Protein Among Young Sexual Minority Men	2021	Stephanie Cook Natalie Slopen Laura Scarimbolo Nicholas Mirin Erica M. Wood Nicole Rosendale Rumi Chunara Colin W. Burke Perry N. Halkitis
+	Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty	2021	Umang Bhatt Javier Antorán Yunfeng Zhang Q. Vera Liao Prasanna Sattigeri Riccardo Fogliato Gabrielle Gauthier Melançon Ranganath Krishnan Jason Stanley Omesh Tickoo
+	Causal Multi-level Fairness	2021	Vishwali Mhasawade Rumi Chunara
+ PDF Chat	Fairness Violations and Mitigation under Covariate Shift	2021	Harvineet Singh Rina Singh Vishwali Mhasawade Rumi Chunara
+	Causal Multi-Level Fairness	2020	Vishwali Mhasawade Rumi Chunara
+	Machine Learning in Population and Public Health.	2020	Vishwali Mhasawade Yuan Zhao Rumi Chunara
+ PDF Chat	Quasi-Experimental Designs for Assessing Response on Social Media to Policy Changes	2020	Yijun Tian Rumi Chunara
+ PDF Chat	Quantifying the localized relationship between vector containment activities and dengue incidence in a real-world setting: A spatial and time series modelling analysis based on geo-located data from Pakistan	2020	Nabeel Abdur Rehman Henrik Salje Moritz U. G. Kraemer Lakshminarayanan Subramanian Umar Saif Rumi Chunara
+ PDF Chat	Population-aware hierarchical bayesian domain adaptation via multi-component invariant learning	2020	Vishwali Mhasawade Nabeel Abdur Rehman Rumi Chunara
+	No computation without representation: Avoiding data and algorithm biases through diversity	2020	Caitlin Kuhlman Latifa Jackson Rumi Chunara
+	Quasi-experimental Designs for Assessing Response on Social Media to Policy Changes	2020	Yijun Tian Rumi Chunara
+	Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty	2020	Umang Bhatt Yunfeng Zhang Javier Antorán Q. Vera Liao Prasanna Sattigeri Riccardo Fogliato Gabrielle Gauthier Melançon Ranganath Krishnan Jason Stanley Omesh Tickoo
+	Causal Multi-Level Fairness	2020	Vishwali Mhasawade Rumi Chunara
+	Machine Learning in Population and Public Health	2020	Vishwali Mhasawade Yuan Zhao Rumi Chunara
+	Fair Predictors under Distribution Shift	2019	Harvineet Singh Rina Singh Vishwali Mhasawade Rumi Chunara
+	Using Contextual Information to Improve Blood Glucose Prediction	2019	Mohammad Akbari Rumi Chunara
+ PDF Chat	Race, Ethnicity and National Origin-Based Discrimination in Social Media and Hate Crimes across 100 U.S. Cities	2019	Kunal Relia Zhengyi Li Stephanie Cook Rumi Chunara
+	Deep Landscape Features for Improving Vector-borne Disease Prediction	2019	Nabeel Abdur Rehman Umar Saif Rumi Chunara
+	Race, Ethnicity and National Origin-based Discrimination in Social Media and Hate Crimes Across 100 U.S. Cities.	2019	Kunal Relia Zhengyi Li Stephanie Cook Rumi Chunara
+	Deep Landscape Features for Improving Vector-borne Disease Prediction	2019	Nabeel Abdur Rehman Umar Saif Rumi Chunara
+	Using Contextual Information to Improve Blood Glucose Prediction	2019	Mohammad Esmaeil Akbari Rumi Chunara
+	Race, Ethnicity and National Origin-based Discrimination in Social Media and Hate Crimes Across 100 U.S. Cities	2019	Kunal Relia Zhengyi Li Stephanie Cook Rumi Chunara
+	From the User to the Medium: Neural Profiling Across Web Communities	2018	Mohammad Akbari Kunal Relia Anas Elghafari Rumi Chunara
+	Creating full individual-level location timelines from sparse social media data	2018	Nabeel Abdur Rehman Kunal Relia Rumi Chunara
+ PDF Chat	Socio-spatial Self-organizing Maps: Using Social Media to Assess Relevant Geographies for Exposure to Social Processes	2018	Kunal Relia Mohammad Akbari Dustin T. Duncan Rumi Chunara
+ PDF Chat	Socio-spatial Self-organizing Maps	2018	Kunal Relia Mohammad Akbari Dustin T. Duncan Rumi Chunara
+	Tracking health seeking behavior during an Ebola outbreak via mobile phones and SMS	2018	Shuo Feng Karen A. Grépin Rumi Chunara
+ PDF Chat	Quantifying the impact of dengue containment activities using high-resolution observational data	2018	Nabeel Abdur Rehman Henrik Salje Moritz U. G. Kraemer Lakshminarayanan Subramanian Simon Cauchemez Umar Saif Rumi Chunara
+ PDF Chat	From the User to the Medium: Neural Profiling Across Web Communities	2018	Mohammad Akbari Kunal Relia Anas Elghafari Rumi Chunara
+ PDF Chat	Socio-spatial Self-organizing Maps: Using Social Media to Assess Relevant Geographies for Exposure to Social Processes	2018	Kunal Relia Mohammad Akbari Dustin T. Duncan Rumi Chunara
+	Domain Adaptation for Infection Prediction from Symptoms Based on Data from Different Study Designs and Contexts	2018	Nabeel Abdur Rehman Maxwell Aliapoulios Disha Umarwani Rumi Chunara
+	Population-aware Hierarchical Bayesian Domain Adaptation	2018	Vishwali Mhasawade Nabeel Abdur Rehman Rumi Chunara
+	From the User to the Medium: Neural Profiling Across Web Communities	2018	Mohammad Esmaeil Akbari Kunal Relia Anas Elghafari Rumi Chunara
+ PDF Chat	Etiology of respiratory tract infections in the community and clinic in Ilorin, Nigeria	2017	Olatunji Matthew Kolawole Michael Oguntoye Tina Dam Rumi Chunara
+	Network inference from multimodal data: A review of approaches from infectious disease transmission	2016	Bisakha Ray Elodie Ghedin Rumi Chunara
+	FluNearYou:CrowdsourcedSymptomReportingSpanning 2InfluenzaSeasons	2015	Mark S. Smolinski Adam W. Crawley Rumi Chunara Jennifer Olsen Mauricio Santillana John S. Brownstein
+ PDF Chat	Public health for the people: participatory infectious disease surveillance in the digital age	2014	Oktawia Wójcik John S. Brownstein Rumi Chunara Michael A. Johansson
+ PDF Chat	Using search queries for malaria surveillance, Thailand	2013	Alex Ocampo Rumi Chunara John S. Brownstein
+	Why We Need Crowdsourced Data in Infectious Disease Surveillance	2013	Rumi Chunara Mark S. Smolinski John S. Brownstein
+ PDF Chat	Preventing Pandemics Via International Development: A Systems Approach	2012	Tiffany L. Bogich Rumi Chunara David Scales Emily H. Chan Laura C. Pinheiro Aleksei A. Chmura Dennis Carroll Peter Daszak John S. Brownstein
+ PDF Chat	New technologies for reporting real-time emergent infections	2012	Rumi Chunara Clark C. Freifeld John S. Brownstein
+ PDF Chat	Online reporting for malaria surveillance using micro-monetary incentives, in urban India 2010-2011	2012	Rumi Chunara Vina Chhaya Sunetra Bane Sumiko R. Mekaru Emily H. Chan Clark C. Freifeld John S. Brownstein
+ PDF Chat	Social and News Media Enable Estimation of Epidemiological Patterns Early in the 2010 Haitian Cholera Outbreak	2012	Rumi Chunara Jason R. Andrews John S. Brownstein

Common Coauthors

Coauthor	Papers Together
Vishwali Mhasawade	13
Kunal Relia	10
John S. Brownstein	8
Nabeel Abdur Rehman	8
Harvineet Singh	6
Mohammad Akbari	6
Stephanie Cook	4
Salman Rahman	3
Nicholas Mirin	3
Dustin T. Duncan	3
Miao Zhang	3
Miao Zhang	3
Zhengyi Li	3
Anas Elghafari	3
Umar Saif	3
Ranganath Krishnan	2
Lama Nachman	2
Q. Vera Liao	2
Jason Stanley	2
Clark C. Freifeld	2
Yijun Tian	2
Moritz U. G. Kraemer	2
Latifa Jackson	2
Javier Antorán	2
Omesh Tickoo	2
Mohammad Esmaeil Akbari	2
Henrik Salje	2
Yunfeng Zhang	2
Lakshminarayanan Subramanian	2
Umang Bhatt	2
Gabrielle Gauthier Melançon	2
Lazarus Chok	2
Adrian Weller	2
Zainab Samad	2
Riccardo Fogliato	2
Alice Xiang	2
Mark S. Smolinski	2
Rina Singh	2
Prasanna Sattigeri	2
Emily H. Chan	2
Natalie Slopen	1
Zoe Haskell-Craig	1
Romain Pirracchio	1
Javerya Hassan	1
Simon Cauchemez	1
Nicole Rosendale	1
Hamzah Jehanzeb	1
Saadia Gabriel	1
Soumik Mandal	1
Sunetra Bane	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Detecting influenza epidemics using search engine query data	2008	Jeremy Ginsberg Matthew H. Mohebbi Rajan Patel Lynnette Brammer Mark S. Smolinski Larry Brilliant	5
+	Global capacity for emerging infectious disease detection	2010	Emily H. Chan Timothy F. Brewer Lawrence C. Madoff Marjorie Pollack Amy L. Sonricker Mikaela Keller Clark C. Freifeld Michael Blench Abla Mawudeku John S. Brownstein	4
+ PDF Chat	Fairness through awareness	2012	Cynthia Dwork Moritz Hardt Toniann Pitassi Omer Reingold Richard S. Zemel	4
+	Counterfactual Fairness	2017	Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo Silva	4
+	Why We Need Crowdsourced Data in Infectious Disease Surveillance	2013	Rumi Chunara Mark S. Smolinski John S. Brownstein	4
+	Equality of Opportunity in Supervised Learning	2016	Moritz Hardt Eric Price Nathan Srebro	4
+	Impact of human mobility on the emergence of dengue epidemics in Pakistan	2015	Amy Wesolowski Taimur Qureshi Maciej F. Boni Pål Sundsøy Michael A. Johansson Syed Basit Rasheed Kenth Engø‐Monsen Caroline O. Buckee	4
+ PDF Chat	The global distribution and burden of dengue	2013	Samir Bhatt Peter W. Gething Oliver J. Brady Jane P. Messina Andrew Farlow Catherine L. Moyes John M. Drake John S. Brownstein Anne G. Hoen Osman Sankoh	4
+ PDF Chat	Path-Specific Counterfactual Fairness	2019	Silvia Chiappa	4
+ PDF Chat	Fair Inference on Outcomes	2018	Razieh Nabi Ilya Shpitser	4
+	On the Causal Interpretation of Race in Regressions Adjusting for Confounding and Mediating Variables	2014	Tyler J. VanderWeele Whitney R. Robinson	3
+ PDF Chat	Objective Criteria for the Evaluation of Clustering Methods	1971	Telmo Menezes Camille Roth	3
+ PDF Chat	Modelling and Smoothing Parameter Estimation With Multiple Quadratic Penalties	2000	Simon N. Wood	3
+ PDF Chat	Big city, small world: density, contact rates, and transmission of dengue across Pakistan	2015	Moritz U. G. Kraemer T. Alex Perkins Derek A. T. Cummings Rubeena Zakar Simon I Hay David L. Smith Robert C. Reiner	3
+	Chatty maps: constructing sound maps of urban areas from social media data	2016	Luca Maria Aiello Rossano Schifanella Daniele Quercia Francesco Aletta	3
+ PDF Chat	Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved	2019	Jiahao Chen Nathan Kallus Xiaojie Mao Geoffry Svacha Madeleine Udell	3
+ PDF Chat	Socio-spatial Self-organizing Maps: Using Social Media to Assess Relevant Geographies for Exposure to Social Processes	2018	Kunal Relia Mohammad Akbari Dustin T. Duncan Rumi Chunara	3
+	Avoiding Discrimination through Causal Reasoning	2017	Niki Kilbertus Mateo Rojas-Carulla Giambattista Parascandolo Moritz Hardt Dominik Janzing Bernhard Schölkopf	3
+ PDF Chat	Time Series Modelling of Childhood Diseases: A Dynamical Systems Approach	2000	Bärbel Finkenstädt Bryan T. Grenfell	3
+ PDF Chat	Ethical limitations of algorithmic fairness solutions in health care machine learning	2020	Melissa D. McCradden Shalmali Joshi Mjaye Mazwi James A. Anderson	3
+ PDF Chat	Online reporting for malaria surveillance using micro-monetary incentives, in urban India 2010-2011	2012	Rumi Chunara Vina Chhaya Sunetra Bane Sumiko R. Mekaru Emily H. Chan Clark C. Freifeld John S. Brownstein	3
+ PDF Chat	Social Desirability Bias in CATI, IVR, and Web Surveys: The Effects of Mode and Question Sensitivity	2008	Frauke Kreuter Stanley Presser Roger Tourangeau	3
+	Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions	2018	Sara Magliacane Thijs van Ommen Tom Claassen Stephan Bongers Philip Versteeg Joris M. Mooij	3
+	Empirical Risk Minimization Under Fairness Constraints	2018	Michele Donini Luca Oneto Shai Ben-David John Shawe‐Taylor Massimiliano Pontil	3
+ PDF Chat	Transportability of Causal and Statistical Relations: A Formal Approach	2011	Judea Pearl Elias Bareinboim	3
+ PDF Chat	To Predict and Serve?	2016	Kristian Lum William Isaac	3
+	Equality of Opportunity in Classification: A Causal Approach	2018	Junzhe Zhang Elias Bareinboim	3
+ PDF Chat	Model Cards for Model Reporting	2019	Margaret Mitchell Simone Wu Andrew Zaldivar Parker Barnes Lucy Vasserman Ben Hutchinson Elena Spitzer Inioluwa Deborah Raji Timnit Gebru	3
+ PDF Chat	Quantifying the Impact of Human Mobility on Malaria	2012	Amy Wesolowski Nathan Eagle Andrew J. Tatem David L. Smith Abdisalan M. Noor Robert W. Snow Caroline O. Buckee	2
+ PDF Chat	Interrupted time series regression for the evaluation of public health interventions: a tutorial	2016	Jamie Lopez Bernal Steven Cummins Antonio Gasparrini	2
+ PDF Chat	Evaluating the effectiveness of localized control strategies to curtail chikungunya	2016	Martial L. Ndeffo-Mbah David P. Durham Laura Skrip Elaine O. Nsoesie John S. Brownstein Durland Fish Alison P. Galvani	2
+	A general identification condition for causal effects	2002	Jin Tian Judea Pearl	2
+ PDF Chat	Measuring Spatial Dependence for Infectious Disease Epidemiology	2016	Justin Lessler Henrik Salje M. Kate Grabowski Derek A. T. Cummings	2
+ PDF Chat	Inherent Tradeoffs in the Fair Determination of Risk Scores	2023	Manish Raghavan	2
+ PDF Chat	Hypothetical Outcome Plots Outperform Error Bars and Violin Plots for Inferences about Reliability of Variable Ordering	2015	Jessica Hullman Paul Resnick Eytan Adar	2
+ PDF Chat	Domain-Adversarial Training of Neural Networks	2017	Yaroslav Ganin Evgeniya Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette Mario Marchand Victor Lempitsky	2
+	Bayesian Methods for Data-Dependent Priors	2011	William Francis Darnieder	2
+	Confidence Distribution, the Frequentist Distribution Estimator of a Parameter: A Review	2013	Minge Xie Kesar Singh	2
+	Deracializing Social Statistics: Problems in the Quantification of Race	2000	Tukufu Zuberi	2
+	Predictive Entropy Search for Efficient Global Optimization of Black-box Functions	2014	José Miguel Hernández-Lobato Matthew W. Hoffman Zoubin Ghahramani	2
+ PDF Chat	Exposing the probabilistic causal structure of discrimination	2017	Francesco Bonchi Sara Hajian Bud Mishra Daniele Ramazzotti	2
+	On the (im)possibility of fairness	2016	Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian	2
+	Cholera Epidemic in Haiti, 2010: Using a Transmission Model to Explain Spatial Spread of Disease and Identify Optimal Control Interventions	2011	Ashleigh R. Tuite Joseph H. Tien Marisa C. Eisenberg David J. D. Earn Junling Ma David N. Fisman	2
+ PDF Chat	Predicting consumer behavior with Web search	2010	Sharad Goel Jake M. Hofman Sébastien Lahaie David M. Pennock Duncan J. Watts	2
+	Seven challenges in modeling vaccine preventable diseases	2014	C. Jessica E. Metcalf Viggo Andreasen Ottar N. Bjørnstad Ken Eames W. John Edmunds Sebastian Funk T. Déirdre Hollingsworth Justin Lessler Cécile Viboud Bryan T. Grenfell	2
+	The Bagplot: A Bivariate Boxplot	1999	Peter J. Rousseeuw Ida Ruts John W. Tukey	2
+	word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method	2014	Yoav Goldberg Omer Levy	2
+ PDF Chat	Revealing the microscale spatial signature of dengue transmission and immunity in an urban population	2012	Henrik Salje Justin Lessler Timothy P. Endy Frank C. Curriero Robert V. Gibbons Ananda Nisalak Suchitra Nimmannitya Siripen Kalayanarooj Richard G. Jarman Stephen J. Thomas	2
+ PDF Chat	Pandemic Potential of a Strain of Influenza A (H1N1): Early Findings	2009	Christophe Fraser Christl A. Donnelly Simon Cauchemez William P. Hanage Maria D. Van Kerkhove T. Déirdre Hollingsworth Jamie T. Griffin Rebecca F. Baggaley Helen E. Jenkins Emily J. Lyons	2
+	Convex Point Estimation using Undirected Bayesian Transfer Hierarchies	2012	Gal Elidan Ben Packer Geremy Heitz Daphne Koller	2