James Worrell
5 papers · 2015–2022 · 3 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (12)
🌉
Interdisciplinary Bridge
📈
Trend Setter
❓
The Questioner
Conferences
JMLR (2)
NIPS (2)
IJCAI (1)
Keywords
sample complexity
(3)
robust learning
(3)
pac learning
(2)
adversarial learning
(2)
robust classification
(2)
query complexity
(2)
adversarial attack
(2)
decision list
(2)
computational learning theory
(2)
distribution-free learning
(1)
equivalence queries
(1)
adversarial perturbation
(1)
evasion attack
(1)
multiplicity tree automata
(1)
local query
(1)
pac framework
(1)
exact learning
(1)
computational complexity
(1)
empirical risk minimization
(1)
membership queries
(1)
Papers
When are Local Queries Useful for Robust Learning?
NIPS 2022
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks
IJCAI 2022
On the Hardness of Robust Classification
JMLR 2021
On the Hardness of Robust Classification
NIPS 2019
Complexity of Equivalence and Learning for Multiplicity Tree Automata
JMLR 2015