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Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution.

, , and . CoRR, (2018)

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On Evolvability: The Swapping Algorithm, Product Distributions, and Covariance., and . SAGA, volume 5792 of Lecture Notes in Computer Science, page 74-88. Springer, (2009)Foreword to special issue for ISAIM 2018., , and . Ann. Math. Artif. Intell., 88 (7): 687-689 (2020)Learning Reliable Rules under Class Imbalance., and . SDM, page 28-36. SIAM, (2021)Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence., , and . EuroGP, volume 13223 of Lecture Notes in Computer Science, page 228-244. Springer, (2022)The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure., , and . AAAI, page 4536-4543. AAAI Press, (2019)The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure., , and . CoRR, (2018)Lower Bounds for Adversarially Robust PAC Learning under Evasion and Hybrid Attacks., , and . ICMLA, page 717-722. IEEE, (2020)Learning under p-Tampering Attacks., , and . ISAIM, (2018)On the complexity of real solving bivariate systems., , and . ISSAC, page 127-134. ACM, (2007)On the Evolvability of Monotone Conjunctions with an Evolutionary Mutation Mechanism.. J. Artif. Intell. Res., (2021)