Ari Kobren
TitleCited byYear
A hierarchical algorithm for extreme clustering
A Kobren, N Monath, A Krishnamurthy, A McCallum
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
39*2017
Getting more for less: Optimized crowdsourcing with dynamic tasks and goals
A Kobren, CH Tan, P Ipeirotis, E Gabrilovich
Proceedings of the 24th international conference on world wide web, 592-602, 2015
312015
Large-scale author coreference via hierarchical entity representations
M Wick, A Kobren, A McCallum
82013
Paper matching with local fairness constraints
A Kobren, B Saha, A McCallum
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
52019
Assessing confidence of knowledge base content with an experimental study in entity resolution
M Wick, S Singh, A Kobren, A McCallum
Proceedings of the 2013 workshop on Automated knowledge base construction, 13-18, 2013
52013
Universal Schema for Slot Filling and Cold Start: UMass IESL at TACKBP 2013.
S Singh, L Yao, D Belanger, A Kobren, S Anzaroot, M Wick, A Passos, ...
TAC, 2013
52013
Supervised hierarchical clustering with exponential linkage
N Yadav, A Kobren, N Monath, A McCallum
arXiv preprint arXiv:1906.07859, 2019
42019
Probabilistic Reasoning about Human Edits in Information Integration
M Wick, A Kobren, A McCallum
42013
Gradient-based Hierarchical Clustering
N Monath, A Kobren, A Krishnamurthy, A McCallum
32017
Domain Specific Knowledge Base Construction via Crowdsourcing
A Kobren, T Logan, S Sampangi, A McCallum
32014
Scalable Hierarchical Clustering with Tree Grafting
N Monath, A Kobren, A Krishnamurthy, MR Glass, A McCallum
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
12019
Optimal transport-based alignment of learned character representations for string similarity
D Tam, N Monath, A Kobren, A Traylor, R Das, A McCallum
arXiv preprint arXiv:1907.10165, 2019
12019
Constructing High Precision Knowledge Bases with Subjective and Factual Attributes
A Kobren, P Barrio, O Yakhnenko, J Hibschman, I Langmore
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
2019
Offline Contextual Bandits with High Probability Fairness Guarantees
B Metevier, S Giguere, S Brockman, A Kobren, Y Brun, E Brunskill, ...
Advances in Neural Information Processing Systems, 14893-14904, 2019
2019
Integrating User Feedback under Identity Uncertainty in Knowledge Base Construction
A Kobren, N Monath, A McCallum
2018
Compact representation of uncertainty in clustering
C Greenberg, N Monath, A Kobren, P Flaherty, A McGregor, A McCallum
Advances in Neural Information Processing Systems, 8630-8640, 2018
2018
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Articles 1–16