Paul Novello
3 papers · 2022–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
ICML (1)
Top co-authors
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
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization
NIPS 2023
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks
ICML 2023
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure
NIPS 2022