Publications

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D. Sridhar, Pujara, J., and Getoor, L., “Using Noisy Extractions to Discover Causal Knowledge”, in NIPS Workshop on Automated Knowledge Base Construction, 2017.PDF icon sridhar-akbc17.pdf (203.34 KB)
S
V. Embar, Sridhar, D., Farnadi, G., and Getoor, L., “Scalable Structure Learning for Probabilistic Soft Logic”, in IJCAI Workshop on Statistical Relational AI (StarAI), 2018.PDF icon embar-starai18.pdf (400.23 KB)
D. Sridhar, Pujara, J., and Getoor, L., “Scalable Probabilistic Causal Structure Discovery”, in International Joint Conference on Artificial Intelligence (IJCAI), 2018.PDF icon sridhar-ijcai18.pdf (281.32 KB)
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D. Sridhar and Getoor, L., “Probabilistic Inference for Causal Structure Discovery”, in UAI Workshop on Causation, 2016.PDF icon sridhar-causation16.pdf (118.31 KB)
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D. Sridhar and Getoor, L., “Joint Probabilistic Inference of Causal Structure”, in KDD Workshop on CD, 2016.PDF icon sridhar-cd16.pdf (204.51 KB)
D. Sridhar, Foulds, J., Walker, M., Huang, B., and Getoor, L., “Joint Models of Disagreement and Stance in Online Debate”, in Annual Meeting of the Association for Computational Linguistics (ACL), 2015.PDF icon sridhar-acl15.pdf (227.14 KB)
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D. Sridhar and Getoor, L., “Estimating Causal Effects of Tone in Online Debates”, in International Joint Conference on Artificial Intelligence (IJCAI), 2019.PDF icon sridhar-ijcai19.pdf (220.49 KB)
D. Sridhar, Springer, A., Hollis, V., Whittaker, S., and Getoor, L., “Estimating Causal Effects of Exercise from Mood Logging Data”, in ICML Workshop on Causal Machine Learning (CausalML), 2018.PDF icon sridhar-causalml18.pdf (333.69 KB)
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D. Sridhar, Foulds, J., Huang, B., Walker, M., and Getoor, L., “Collective classification of stance and disagreement in online debate forums”, in Bay Area Machine Learning Symposium (BayLearn), 2014.
D. Sridhar, Getoor, L., and Walker, M., “Collective Stance Classification of Posts in Online Debate Forums”, in ACL Joint Workshop on Social Dynamics and Personal Attributes in Social Media, 2014.PDF icon sridhar-aclws14.pdf (190.8 KB)
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Y. Zhang, Ramesh, A., Golbeck, J., Sridhar, D., and Getoor, L., “A Structured Approach to Understanding Recovery and Relapse in AA”, in The Web Conference (WWW), 2018.PDF icon zhang-www18.pdf (800.66 KB)
D. Sridhar, Fakhraei, S., and Getoor, L., “A Probabilistic Approach for Collective Similarity-based Drug-Drug Interaction Prediction”, Bioinformatics, vol. 32, 2016.PDF icon sridhar-bioinformatics16.pdf (1.94 MB)