Gummadi, Krishna P.

Measurement and analysis of online social networks

Mislove, A., Marcon, M., Gummadi, K. P., Druschel, P., & Bhattacharjee, B. (2007) · Proceedings of the 7th ACM SIGCOMM conference on Internet measurement

Complex Network Analysis TechniquesGraph Theory and Algorithms

Cited by 3,057

Measuring user influence in twitter: The million follower fallacy

Cha, M., Haddadi, H., Benevenuto, F., & Gummadi, K. (2010) · Proceedings of the International AAAI Conference on Web and Social Media

Complex Network Analysis TechniquesSocial Media and Politics

Cited by 3,022

On the evolution of user interaction in facebook

Viswanath, B., Mislove, A., Cha, M., & Gummadi, K. P. (2009) · Proceedings of the 2nd ACM workshop on Online social networks

Complex Network Analysis TechniquesKnowledge Management and Sharing

Cited by 1,461

Fairness Constraints: Mechanisms for Fair Classification

Zafar, M. B., Valera, I., Rodriguez, M. G., & Gummadi, K. P. (2015) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 645

Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment

Zafar, M. B., Valera, I., Gomez Rodriguez, M., & Gummadi, K. P. (2017) · Proceedings of the 26th International Conference on World Wide Web

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 632

Equity of Attention: Amortizing Individual Fairness in Rankings

Biega, A. J., Gummadi, K. P., & Weikum, G. (2018) · The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval

Ethics and Social Impacts of AIRecommender Systems and Techniques

Cited by 337

Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction

Grgic-Hlaca, N., Redmiles, E. M., Gummadi, K. P., & Weller, A. (2018) · Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 207

A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual &Group Unfairness via Inequality Indices

Speicher, T., Heidari, H., Grgic-Hlaca, N., Gummadi, K. P., Singla, A., Weller, A., & Zafar, M. B. (2018) · Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 207

Quantifying Search Bias: Investigating Sources of Bias for Political Searches in Social Media

Kulshrestha, J., Eslami, M., Messias, J., Zafar, M. B., Ghosh, S., Gummadi, K. P., & Karahalios, K. (2017) · Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing

Information Retrieval and Search BehaviorEthics and Social Impacts of AI

Cited by 148

Human Decision Making with Machine Assistance: An Experiment on Bailing and Jailing

Grgić-Hlača, N., Engel, C., & Gummadi, K. P. (2019) · Proceedings of the ACM on Human-Computer Interaction

Ethics and Social Impacts of AIDecision-Making and Behavioral Economics

Cited by 113

The Emergence of Conventions in Online Social Networks

Kooti, F., Yang, H., Cha, M., Gummadi, K., & Mason, W. (2021) · Proceedings of the International AAAI Conference on Web and Social Media

Complex Network Analysis TechniquesDigital Communication and Language

Cited by 80

Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction

Grgić-Hlača, N., Redmiles, E. M., Gummadi, K. P., & Weller, A. (2018) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 75

Strength in Numbers: Robust Tamper Detection in Crowd Computations

Viswanath, B., Bashir, M. A., Zafar, M. B., Bouget, S., Guha, S., Gummadi, K. P., Kate, A., & Mislove, A. (2015) · Proceedings of the 2015 ACM on Conference on Online Social Networks

Spam and Phishing DetectionMobile Crowdsensing and Crowdsourcing

Cited by 43

Auditing Offline Data Brokers via Facebook's Advertising Platform

Venkatadri, G., Sapiezynski, P., Redmiles, E. M., Mislove, A., Goga, O., Mazurek, M., & Gummadi, K. P. (2019) · The World Wide Web Conference

Privacy, Security, and Data ProtectionPrivacy-Preserving Technologies in Data

Cited by 35

Optimizing the recency-relevance-diversity trade-offs in non-personalized news recommendations

Chakraborty, A., Ghosh, S., Ganguly, N., & Gummadi, K. P. (2019) · Information Retrieval Journal

Recommender Systems and TechniquesInformation Retrieval and Search Behavior

Cited by 24