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Supervised Hypergraph Reconstruction


Nov 23, 2022
Yanbang Wang, Jon Kleinberg

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Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess


Aug 02, 2022
Reid McIlroy-Young, Russell Wang, Siddhartha Sen, Jon Kleinberg, Ashton Anderson

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* 23 pages, 7 figures, 9 tables, In Advances in Neural Information Processing Systems 34 (NeurIPS 2021) 

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Mimetic Models: Ethical Implications of AI that Acts Like You


Jul 19, 2022
Reid McIlroy-Young, Jon Kleinberg, Siddhartha Sen, Solon Barocas, Ashton Anderson

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* In Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society (AIES'22), August 1-3, 2022, Oxford, United Kingdom 

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Core-periphery Models for Hypergraphs


Jun 01, 2022
Marios Papachristou, Jon Kleinberg

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* Accepted at as a research track paper at KDD 2022 

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Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures


May 26, 2022
Emmanuel Abbe, Samy Bengio, Elisabetta Cornacchia, Jon Kleinberg, Aryo Lotfi, Maithra Raghu, Chiyuan Zhang

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* 28 pages, 8 figures 

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Models of fairness in federated learning


Dec 01, 2021
Kate Donahue, Jon Kleinberg

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* Preliminary version accepted for oral presentation at Neurips workshop on Learning in Presence of Strategic Behavior (2021) 

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Approximate Decomposable Submodular Function Minimization for Cardinality-Based Components


Oct 28, 2021
Nate Veldt, Austin R. Benson, Jon Kleinberg

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Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalization


Jul 27, 2021
Chiyuan Zhang, Maithra Raghu, Jon Kleinberg, Samy Bengio

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Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images


Jul 23, 2021
Katy Blumer, Subhashini Venugopalan, Michael P. Brenner, Jon Kleinberg

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* Extended abstract at Interpretable Machine Learning in Healthcare (IMLH) workshop at ICML 2021 

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Optimality and Stability in Federated Learning: A Game-theoretic Approach


Jun 17, 2021
Kate Donahue, Jon Kleinberg

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