Luca Cardelli
4 papers · 2019–2022 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(10)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
uncertainty quantification
(3)
adversarial robustness
(2)
gaussian process
(2)
branch and bound
(2)
adversarial example
(2)
interpretability analysis
(1)
posterior estimation
(1)
gaussian process classification
(1)
bayesian neural network
(1)
statistical verification
(1)
robustness verification
(1)
probabilistic robustness
(1)
robustness guarantee
(1)
classification probability
(1)
probabilistic guarantee
(1)
safety-critical application
(1)
bayesian inference
(1)
model uncertainty
(1)
prediction range
(1)
Papers
Adversarial Robustness Guarantees for Gaussian Processes
JMLR 2022
Adversarial Robustness Guarantees for Classification with Gaussian Processes
AISTATS 2020
Robustness Guarantees for Bayesian Inference with Gaussian Processes
AAAI 2019
Statistical Guarantees for the Robustness of Bayesian Neural Networks
IJCAI 2019