Sven Gowal

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Generative models improve fairness of medical classifiers under distribution shifts
Ira Ktena
Olivia Wiles
Isabela Albuquerque
Sylvestre-Alvise Rebuffi
Ryutaro Tanno
Abhijit Guha Roy
Shekoofeh Azizi
Danielle Belgrave
Pushmeet Kohli
Taylan Cemgil
Alan Karthikesalingam
Sven Gowal
Nature Medicine (2024)
Benchmarking Robustness to Adversarial Image Obfuscations
Florian Stimberg
Ayan Chakrabarti
Chun-Ta Lu
Hussein Hazimeh
Otilia Stretcu
Wei Qiao
Yintao Liu
Merve Kaya
Cyrus Rashtchian
Ariel Fuxman
Mehmet Tek
Sven Gowal
Advances in Neural Information Processing Systems (2023)
Challenges of Real-World Reinforcement Learning:Definitions, Benchmarks & Analysis
Cosmin Paduraru
Daniel J. Mankowitz
Gabriel Dulac-Arnold
Jerry Li
Nir Levine
Sven Gowal
Todd Hester
Machine Learning Journal (2021)
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