Publications

Reid Pryzant, Dallas Card, Dan Jurafsky, Victor Veitch, Dhanya Sridhar (2020). Causal Effects of Linguistic Properties.

Aaron Schein, Keyon Vafa, Dhanya Sridhar, Victor Veitch, Jeffrey Quinn, James Moffet, David M Blei, Donald P Green (2020). A Digital Field Experiment Reveals Large Effects of Friend-to-Friend Texting on Voter Turnout.

Jason Hartford, Victor Veitch, Dhanya Sridhar, Kevin Leyton-Brown (2020). Valid Causal Inference with (Some) Invalid Instruments.

Dhanya Sridhar*, Victor Veitch*, David Blei (2020). Adapting Text Embeddings for Causal Inference. Conference on Uncertainty in Artificial Intelligence (UAI).

Dhanya Sridhar*, Victor Veitch*, David Blei (2019). Using Text Embeddings for Causal Inference. 10th Annual New Directions in Analyzing Text as Data (TADA 2019).

Dhanya Sridhar, Lise Getoor (2019). Estimating Causal Effects of Tone in Online Debates. International Joint Conference of Artificial Intelligence (IJCAI).

Yixin Wang, Dhanya Sridhar, David Blei (2019). Equal Opportunities and Affirmative Action via Counterfactual Predictions. NeurIPS 2019 Workshop on Causal ML.

Varun Embar, Dhanya Sridhar, Golnoosh Farnadi, Lise Getoor (2018). Scalable Structure Learning for Probabilistic Soft Logic. Statistical Relational AI (STARAI) workshop.

Dhanya Sridhar, Jay Pujara, Lise Getoor (2018). Scalable Probabilistic Causal Structure Discovery. International Joint Conference of Artificial Intelligence (IJCAI).

Dhanya Sridhar, Aaron Springer, Victoria Hollis, Steve Whittaker, Lise Getoor (2018). Estimating Causal Effects of Exercise from Mood Logging Data. IJCAI/ICML Workshop on CausalML.

Yue Zhang, Arti Ramesh, Jennifer Golbeck, Dhanya Sridhar, Lise Getoor (2018). A Structured Approach to Understanding Recovery and Relapse in AA. The Web Conference (WWW).

Dhanya Sridhar, Jay Pujara, Lise Getoor (2017). Using Noisy Extractions to Discover Causal Knowledge. NeurIPS Workshop on Automated Knowledge Base Construction.

Dhanya Sridhar, Lise Getoor (2016). Joint Probabilistic Inference of Causal Structure.. SIGKDD Workshop on Causal Discovery.

Dhanya Sridhar, Shobeir Fakhraei, Lise Getoor (2016). A Probabilistic Approach for Collective Similarity-based Drug-Drug Interaction Prediction. Bioinformatics.

Dhanya Sridhar, James Foulds, Bert Huang, Marilyn Walker, Lise Getoor (2015). Joint Models of Disagreement and Stance. Association for Computational Linguistics (ACL).

Dhanya Sridhar, Lise Getoor, Marilyn Walker (2014). Collective Stance Classification of Posts in Online Debate Forums. ACL Workshop on Latent Attributes in Social Media.