Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees

Yannis Montreuil; Axel Carlier; Lai Xing Ng; Wei Tsang Ooi

2025 ICML ICML 2025

Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Yannis Montreuil, Axel Carlier, Lai Xing Ng, Wei Tsang Ooi

Topics

Artificial Intelligence > Core AI > Multi-Agent Systems Machine Learning > Learning Types > Adversarial Learning Machine Learning > Optimization & Theory > Learning Theory

Keywords

adversarial robustness surrogate losses learning to defer bayes consistent secure deployment two-stage system

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