Publications

(2020). Alleviating Privacy Attacks via Causal Learning. International Conference on Machine Learning (ICML).

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(2020). Domain generalization using causal matching. arXiv preprint arXiv:2006.07500.

(2020). Engagement Patterns of Peer-to-Peer Interactions on Mental Health Platforms. Proceedings of the International AAAI Conference on Web and Social Media.

(2020). Causal Factors of Effective Psychosocial Outcomes in Online Mental Health Communities. Proceedings of the International AAAI Conference on Web and Social Media.

(2019). Giving in the Short Term: Putting Research in Action Alongside Marginalized Groups. Sensitive HCI Workshop, ACM CHI Conference on Human Factors in Computing Systems.

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(2019). Moments of Change: Analyzing Peer-Based Cognitive Support in Online Mental Health Forums. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems.

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(2019). Causal Inference and Counterfactual Reasoning (3hr Tutorial). Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining.

(2017). Auditing Search Engines for Differential Satisfaction Across Demographics. Proceedings of the 26th International Conference on World Wide Web (Industry Track).

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(2016). Predictability of popularity: Gaps between prediction and understanding . Proceedings of the 10th International Conference on Web and Social Media.

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(2016). Distinguishing Between Personal Preferences and Social Influence in Online Activity Feeds (Honorable Mention for Best Paper award) . Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing.

(2015). Estimating the Causal Impact of Recommendation Systems from Observational Data . Proceedings of the 16th ACM Conference on Economics and Computation.

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(2015). Studying and Modeling the Connection Between People's Preferences and Content Sharing . Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing.

(2014). Personalization in Social Networks: Modeling the Underlying Social Processes . Proc. Data Design for Personalization Workshop, WSDM.

(2013). Pairwise Learning in Recommendation: Experiments with Community Recommendation on LinkedIn . Proceedings of the 7th ACM Conference on Recommender Systems.

(2013). Friends, Strangers, and the Value of Ego Networks for Recommendation . Proceedings of the 7th International Conference on Web and Social Media.

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(2013). A Research Platform for Recommendation within Social Networks . Proc. Recommender Systems and the Social Web Workshop, RecSys.

(2012). Algorithms for Generating Ordered Solutions for Explicit AND/OR Structures . Journal of Artificial Intelligence Research (JAIR) and Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI).

(2011). ReComp: QoS-aware recursive service composition at minimum cost . Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management.

(2011). PopCore: A System for Network-Centric Recommendations . Proceedings of the Recommender Systems and Social Web Workshop, co-located with the 5th ACM Conference on Recommender Systems.

(2011). Network-Centric Recommendation: Personalization with and in Social Networks . Proceedings of the 3rd IEEE International Conference on Social Computing.