Dhanya Sridhar

Assistant Professor

Curriculum vitae

dhanya.sridhar <at> mila.quebec


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


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