Paul Novello
3 papers · 2022–2023 · 2 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
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
adversarial robustness
(1)
image generation
(1)
anomaly detection
(1)
explainable ai
(1)
feature importance
(1)
neural network interpretability
(1)
model interpretability
(1)
reproducing kernel hilbert space
(1)
hilbert-schmidt independence criterion
(1)
feature visualization
(1)
signed distance function
(1)
1-lipschitz neural network
(1)
one-class classification
(1)
lipschitz constraint
(1)
phase spectrum
(1)
neural network
(1)
certified auroc
(1)
black-box attribution
(1)
phase spectrum optimization
(1)
Papers
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks
ICML 2023
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization
NeurIPS 2023
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure
NeurIPS 2022