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Causal Effects of Linguistic Properties

Oct 24, 2020
Reid Pryzant, Dallas Card, Dan Jurafsky, Victor Veitch, Dhanya Sridhar


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Valid Causal Inference with (Some) Invalid Instruments

Jun 19, 2020
Jason Hartford, Victor Veitch, Dhanya Sridhar, Kevin Leyton-Brown


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Estimating Causal Effects of Tone in Online Debates

Jun 12, 2019
Dhanya Sridhar, Lise Getoor

* Accepted at International Joint Conference on Artificial Intelligence (IJCAI) 2019 for oral presentation 

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Using Text Embeddings for Causal Inference

May 29, 2019
Victor Veitch, Dhanya Sridhar, David M. Blei


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Equal Opportunity and Affirmative Action via Counterfactual Predictions

May 29, 2019
Yixin Wang, Dhanya Sridhar, David M. Blei

* 18 pages 

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Scalable Structure Learning for Probabilistic Soft Logic

Jul 03, 2018
Varun Embar, Dhanya Sridhar, Golnoosh Farnadi, Lise Getoor

* 8 pages, 2 figures 

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Using Noisy Extractions to Discover Causal Knowledge

Nov 16, 2017
Dhanya Sridhar, Jay Pujara, Lise Getoor


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Adaptive Neighborhood Graph Construction for Inference in Multi-Relational Networks

Jul 02, 2016
Shobeir Fakhraei, Dhanya Sridhar, Jay Pujara, Lise Getoor

* Presented at SIGKDD 12th International Workshop on Mining and Learning with Graphs (MLG'16) 

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