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Can We Automate the Analysis of Online Child Sexual Exploitation Discourse?


Sep 25, 2022
Darren Cook, Miri Zilka, Heidi DeSandre, Susan Giles, Adrian Weller, Simon Maskell


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Concept Embedding Models


Sep 19, 2022
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frederic Precioso, Stefano Melacci, Adrian Weller, Pietro Lio, Mateja Jamnik

* To appear at NeurIPS 2022 

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Structural Causal 3D Reconstruction


Jul 20, 2022
Weiyang Liu, Zhen Liu, Liam Paull, Adrian Weller, Bernhard Schölkopf

* ECCV 2022 (32 pages, 22 figures) 

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Eliciting and Learning with Soft Labels from Every Annotator


Jul 02, 2022
Katherine M. Collins, Umang Bhatt, Adrian Weller


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Measuring Representational Robustness of Neural Networks Through Shared Invariances


Jun 23, 2022
Vedant Nanda, Till Speicher, Camila Kolling, John P. Dickerson, Krishna P. Gummadi, Adrian Weller

* Accepted for oral presentation at ICML 2022 

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Chefs' Random Tables: Non-Trigonometric Random Features


May 30, 2022
Valerii Likhosherstov, Krzysztof Choromanski, Avinava Dubey, Frederick Liu, Tamas Sarlos, Adrian Weller


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Multi-disciplinary fairness considerations in machine learning for clinical trials


May 18, 2022
Isabel Chien, Nina Deliu, Richard E. Turner, Adrian Weller, Sofia S. Villar, Niki Kilbertus

* Appeared at ACM FAccT 2022 

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Perspectives on Incorporating Expert Feedback into Model Updates


May 13, 2022
Valerie Chen, Umang Bhatt, Hoda Heidari, Adrian Weller, Ameet Talwalkar


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Synthetic Data -- what, why and how?


May 06, 2022
James Jordon, Lukasz Szpruch, Florimond Houssiau, Mirko Bottarelli, Giovanni Cherubin, Carsten Maple, Samuel N. Cohen, Adrian Weller

* Commissioned by the Royal Society. 57 pages 2 figures 

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On the Utility of Prediction Sets in Human-AI Teams


May 03, 2022
Varun Babbar, Umang Bhatt, Adrian Weller

* Accepted at IJCAI 2022 

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