Worrell, James

5 publications

IJCAI 2022 Sample Complexity Bounds for Robustly Learning Decision Lists Against Evasion Attacks Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell

NeurIPS 2022 When Are Local Queries Useful for Robust Learning? Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell

JMLR 2021 On the Hardness of Robust Classification Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell

NeurIPS 2019 On the Hardness of Robust Classification Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell

JMLR 2015 Complexity of Equivalence and Learning for Multiplicity Tree Automata Ines Marusic, James Worrell