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A data-centric view on reliable generalization: From ImageNet to LAION-5B
Realizing Robustness
RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in Object-Centric Learning
IFDS 2022, Ludwig Schmidt (University of Washington)
02/23/2023 -- Ludwig Schmidt (CMU)
Robustness in Statistics
Robustness and Strategic Concerns in Machine Learning - Yu Cheng
On Evaluating Adversarial Robustness
Average Treatment Effects: Double Robustness
Evaluating Machine (Human) Accuracy and Robustness on ImageNet - Ludwig Schmidt
ICML 2021 invited talk: A Data-Centric View for Composable Natural Language Processing by Eric Xing
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Last Updated: August 21, 2026
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