Online Post-Processing in Rankings for Fair Utility Maximization
Gupta, Ananya*, Johnson, Eric*, Payan, Justin, Roy, Aditya Kumar, Kobren, Ari, Panda, Swetasudha, Tristan, Jean-Baptiste, Michael Wick, WSDM 2021
Leveraging Extracted Model Adversaries for Improved Black Box Attacks
Naveen Jafer Nizar, Ari Kobren, Analyzing and Interpreting Neural Networks for NLP 2020
Constructing High Precision Knowledge Bases with Subjective and Factual Attributes.
Ari Kobren, Pablo Barrio 0002, Oksana Yakhnenko, Johann Hibschman, Ian Langmore, KDD
Offline Contextual Bandits with High Probability Fairness Guarantees.
Blossom Metevier, Stephen Giguere, Sarah Brockman, Ari Kobren, Yuriy Brun, Emma Brunskill, Philip S. Thomas, NeurIPS
Optimal Transport-based Alignment of Learned Character Representations for String Similarity.
Derek Tam, Nicholas Monath, Ari Kobren, Aaron Traylor, Rajarshi Das, Andrew McCallum, ACL
Paper Matching with Local Fairness Constraints.
Ari Kobren, Barna Saha, Andrew McCallum, KDD
Scalable Hierarchical Clustering with Tree Grafting.
Nicholas Monath, Ari Kobren, Akshay Krishnamurthy, Michael R. Glass, Andrew McCallum, KDD
Supervised Hierarchical Clustering with Exponential Linkage.
Nishant Yadav, Ari Kobren, Nicholas Monath, Andrew McCallum, ICML
Compact Representation of Uncertainty in Clustering.
Craig Greenberg, Nicholas Monath, Ari Kobren, Patrick Flaherty, Andrew McGregor 0001, Andrew McCallum, NeurIPS
A Hierarchical Algorithm for Extreme Clustering.
Ari Kobren, Nicholas Monath, Akshay Krishnamurthy, Andrew McCallum, KDD
Getting More for Less - Optimized Crowdsourcing with Dynamic Tasks and Goals.
Ari Kobren, Chun How Tan, Panagiotis G. Ipeirotis, Evgeniy Gabrilovich, WWW
Assessing confidence of knowledge base content with an experimental study in entity resolution.
Michael L. Wick, Sameer Singh 0001, Ari Kobren, Andrew McCallum, AKBC@CIKM
Universal Schema for Slot Filling and Cold Start - UMass IESL at TACKBP 2013.
Sameer Singh 0001, Limin Yao, David Belanger, Ari Kobren, Sam Anzaroot, Mike Wick, Alexandre Passos, Harshal Pandya, Jinho D. Choi, Brian Martin, Andrew McCallum, TAC