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Ari Kobren
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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
1122017
Paper matching with local fairness constraints
A Kobren, B Saha, A McCallum
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
732019
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
532015
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 32, 2019
492019
Upstream mitigation is not all you need: Testing the bias transfer hypothesis in pre-trained language models
R Steed, S Panda, A Kobren, M Wick
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
452022
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
382019
Supervised hierarchical clustering with exponential linkage
N Yadav, A Kobren, N Monath, A Mccallum
International Conference on Machine Learning, 6973-6983, 2019
292019
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
142019
Online post-processing in rankings for fair utility maximization
A Gupta, E Johnson, J Payan, AK Roy, A Kobren, S Panda, JB Tristan, ...
Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021
132021
Gradient-based Hierarchical Clustering
N Monath, A Kobren, A Krishnamurthy, A McCallum
112017
Compact representation of uncertainty in clustering
C Greenberg, N Monath, A Kobren, P Flaherty, A McGregor, A McCallum
Advances in Neural Information Processing Systems 31, 2018
102018
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
102013
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
102013
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
72019
Large-scale author coreference via hierarchical entity representations
M Wick, A Kobren, A McCallum
72013
Integrating user feedback under identity uncertainty in knowledge base construction
A Kobren, N Monath, A McCallum
Automated Knowledge Base Construction (AKBC), 2019
62019
Domain Specific Knowledge Base Construction via Crowdsourcing
A Kobren, T Logan, S Sampangi, A McCallum
52014
Don’t just clean it, proxy clean it: Mitigating bias by proxy in pre-trained models
S Panda, A Kobren, M Wick, Q Shen
Findings of the Association for Computational Linguistics: EMNLP 2022, 5073-5085, 2022
42022
Probabilistic Reasoning about Human Edits in Information Integration
M Wick, A Kobren, A McCallum
42013
An evaluative measure of clustering methods incorporating hyperparameter sensitivity
S Mishra, N Monath, M Boratko, A Kobren, A McCallum
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7788-7796, 2022
22022
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