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Adrian Weller

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Quasi-Monte Carlo Graph Random Features

May 21, 2023
Isaac Reid, Krzysztof Choromanski, Adrian Weller

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Learning Personalized Decision Support Policies

Apr 13, 2023
Umang Bhatt, Valerie Chen, Katherine M. Collins, Parameswaran Kamalaruban, Emma Kallina, Adrian Weller, Ameet Talwalkar

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Human Uncertainty in Concept-Based AI Systems

Mar 22, 2023
Katherine M. Collins, Matthew Barker, Mateo Espinosa Zarlenga, Naveen Raman, Umang Bhatt, Mateja Jamnik, Ilia Sucholutsky, Adrian Weller, Krishnamurthy Dvijotham

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Generalizing and Decoupling Neural Collapse via Hyperspherical Uniformity Gap

Mar 11, 2023
Weiyang Liu, Longhui Yu, Adrian Weller, Bernhard Schölkopf

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Robust Learning from Explanations

Mar 11, 2023
Juyeon Heo, Vihari Piratla, Matthew Wicker, Adrian Weller

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Scalable Infomin Learning

Feb 21, 2023
Yanzhi Chen, Weihao Sun, Yingzhen Li, Adrian Weller

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Optimising Human-Machine Collaboration for Efficient High-Precision Information Extraction from Text Documents

Feb 18, 2023
Bradley Butcher, Miri Zilka, Darren Cook, Jiri Hron, Adrian Weller

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Efficient Graph Field Integrators Meet Point Clouds

Feb 05, 2023
Krzysztof Choromanski, Arijit Sehanobish, Han Lin, Yunfan Zhao, Eli Berger, Tetiana Parshakova, Alvin Pan, David Watkins, Tianyi Zhang, Valerii Likhosherstov, Somnath Basu Roy Chowdhury, Avinava Dubey, Deepali Jain, Tamas Sarlos, Snigdha Chaturvedi, Adrian Weller

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Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers

Feb 03, 2023
Krzysztof Marcin Choromanski, Shanda Li, Valerii Likhosherstov, Kumar Avinava Dubey, Shengjie Luo, Di He, Yiming Yang, Tamas Sarlos, Thomas Weingarten, Adrian Weller

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