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Adrian Weller

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Sub-Linear Memory: How to Make Performers SLiM

Dec 21, 2020
Valerii Likhosherstov, Krzysztof Choromanski, Jared Davis, Xingyou Song, Adrian Weller

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Improving Interpretability in Medical Imaging Diagnosis using Adversarial Training

Dec 02, 2020
Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik, Adrian Weller

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Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty

Nov 15, 2020
Umang Bhatt, Yunfeng Zhang, Javier Antorán, Q. Vera Liao, Prasanna Sattigeri, Riccardo Fogliato, Gabrielle Gauthier Melançon, Ranganath Krishnan, Jason Stanley, Omesh Tickoo, Lama Nachman, Rumi Chunara, Adrian Weller, Alice Xiang

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Now You See Me (CME): Concept-based Model Extraction

Oct 25, 2020
Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik, Pietro Liò, Adrian Weller

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On the Fairness of Causal Algorithmic Recourse

Oct 14, 2020
Julius von Kügelgen, Umang Bhatt, Amir-Hossein Karimi, Isabel Valera, Adrian Weller, Bernhard Schölkopf

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Rethinking Attention with Performers

Sep 30, 2020
Krzysztof Choromanski, Valerii Likhosherstov, David Dohan, Xingyou Song, Andreea Gane, Tamas Sarlos, Peter Hawkins, Jared Davis, Afroz Mohiuddin, Lukasz Kaiser, David Belanger, Lucy Colwell, Adrian Weller

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Machine Learning Explainability for External Stakeholders

Jul 10, 2020
Umang Bhatt, McKane Andrus, Adrian Weller, Alice Xiang

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An Ode to an ODE

Jun 23, 2020
Krzysztof Choromanski, Jared Quincy Davis, Valerii Likhosherstov, Xingyou Song, Jean-Jacques Slotine, Jacob Varley, Honglak Lee, Adrian Weller, Vikas Sindhwani

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Getting a CLUE: A Method for Explaining Uncertainty Estimates

Jun 11, 2020
Javier Antorán, Umang Bhatt, Tameem Adel, Adrian Weller, José Miguel Hernández-Lobato

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