Dhanya Sridhar


Assistant Professor


Curriculum vitae


dhanya.sridhar <at> mila.quebec


DIRO


University of Montreal, Mila


F.04, 6666 Rue St. Urbain



Selected Publications


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Estimating Social Influence from Observational Data


Dhanya Sridhar, C. Bacco, D. Blei


CLeaR, 2022


Heterogeneous Supervised Topic Models


Dhanya Sridhar, Hal Daumé, D. Blei


Transactions of the Association for Computational Linguistics, 2022


Causal inference in natural language processing: Estimation, prediction, interpretation and beyond


Amir Feder, Katherine A Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E Roberts, others


arXiv preprint arXiv:2109.00725, 2021


Identifiable Deep Generative Models via Sparse Decoding


Gemma E. Moran, Dhanya Sridhar, Yixin Wang, D. Blei


2021


On the Assumptions of Synthetic Control Methods


Claudia Shi, Dhanya Sridhar, Vishal Misra, David M Blei


arXiv preprint arXiv:2112.05671, 2021


Valid Causal Inference with (Some) Invalid Instruments


Jason Hartford, Victor Veitch, Victor Veitch, Dhanya Sridhar, Kevin Leyton-Brown


International Conference on Machine Learning, 2021 Jun 17, pp. 4096-4106


Causal Effects of Linguistic Properties


Reid Pryzant, Dallas Card, Dan Jurafsky, Victor Veitch, Dhanya Sridhar


North American Chapter of the Association for Computational Linguistics, 2021 Apr 31, pp. 4095-4109


Assessing the Effects of Friend-to-Friend Texting on Turnout in the 2018 US Midterm Elections


Aaron Schein, Keyon Vafa, Dhanya Sridhar, Victor Veitch, Jeffrey Quinn, James Moffet, David M. Blei, Donald P. Green


The Web Conference, 2021 Mar 18, pp. 2025-2036


Adapting Text Embeddings for Causal Inference


Victor Veitch, Dhanya Sridhar, David M. Blei


Uncertainty in Artificial Intelligence, 2020 Jul 26, pp. 919-928


Estimating Causal Effects of Tone in Online Debates


Dhanya Sridhar, Lise Getoor


International Joint Conference on Artificial Intelligence, 2019 Jun 31, pp. 1872-1878


Equal Opportunity and Affirmative Action via Counterfactual Predictions.


Yixin Wang, Dhanya Sridhar, David M. Blei


arXiv: Machine Learning, 2019 Apr 25


A probabilistic approach for collective similarity-based drug-drug interaction prediction.


Dhanya Sridhar, Shobeir Fakhraei, Lise Getoor


Bioinformatics, vol. 32(20), 2016 Sep 14, pp. 3175-3182


Joint Models of Disagreement and Stance in Online Debate


Dhanya Sridhar, James Foulds, Bert Huang, Lise Getoor, Marilyn Walker


International Joint Conference on Natural Language Processing, 2015 May 30, pp. 116-125