Adrian Weller

Concrete Problems for Autonomous Vehicle Safety: Advantages of Bayesian Deep Learning

Rowan McAllister, Yarin Gal, Alex Kendall et al. · 2017 · 222 citations · Full text

Computing, Autonomous Systems, Computer Science +16

Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims

Miles Brundage, Shahar Avin, Jasmine Wang et al. · TU/e Research Portal · 2020 · 215 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

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

Umang Bhatt, Javier Antorán, Yunfeng Zhang et al. · 2021 · 210 citations · Full text

Computing, Visualization, Machine Learning +12

Human Perceptions of Fairness in Algorithmic Decision Making

Nina Grgić-Hlača, Elissa M. Redmiles, Krishna P. Gummadi et al. · 2018 · 206 citations · Full text

Social Sciences, Social Psychology, Decision Analysis +10

Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning

Nina Grgić-Hlača, Muhammad Bilal Zafar, Krishna P. Gummadi et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 190 citations · Full text

Computing, Computer Science, Artificial Intelligence +13