Archived Publications (Latest: https://linqs.github.io/linqs-website/publications/)

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Author Title [ Year(Asc)]
Filters: Author is Sriram Srinivasan  [Clear All Filters]
2020
S. Srinivasan, Farnadi, G., and Getoor, L., “BOWL: Bayesian Optimization for Weight Learning in Probabilistic Soft Logic”, in AAAI Conference on Artificial Intelligence (AAAI), 2020.PDF icon srinivasan-aaai20a.pdf (478.65 KB)
V. Embar, Srinivasan, S., and Getoor, L., “Estimating Aggregate Properties In Relational Networks With Unobserved Data”, in AAAI Workshop on Statistical Relational Artificial Intelligence (StarAI), 2020.PDF icon embar-starai20.pdf (257.9 KB)
S. Srinivasan, Augustine, E., and Getoor, L., “Tandem Inference: An Out-of-Core Streaming Algorithm For Very Large-Scale Relational Inference”, in AAAI Conference on Artificial Intelligence (AAAI), 2020.PDF icon srinivasan-aaai20b.pdf (506.62 KB)
2019
S. Srinivasan, Rao, N. S., Subbaian, K., and Getoor, L., “Identifying Facet Mismatches In Search Via Micrographs”, in International Conference on Information and Knowledge Management (CIKM), 2019.PDF icon srinivasan-cikm19.pdf (887.06 KB)
S. Srinivasan, Babaki, B., Farnadi, G., and Getoor, L., “Lifted Hinge-Loss Markov Random Fields”, in AAAI Conference on Artificial Intelligence (AAAI), 2019.PDF icon srinivasan-aaai19.pdf (417.5 KB)
V. Embar, Srinivasan, S., and Getoor, L., “Tractable Marginal Inference for Hinge-Loss Markov Random Fields”, in ICML Workshop on Tractable Probabilistic Modeling (TPM), 2019.PDF icon embar-tpm19.pdf (410.24 KB)
2018
G. Farnadi, Kouki, P., Thompson, S. K., Srinivasan, S., and Getoor, L., “A Fairness-aware Hybrid Recommender System”, in RecSys Workshop on Responsible Recommendation (FATREC), 2018.PDF icon farnadi-fatrec18.pdf (474.04 KB)