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Expressive Losses for Verified Robustness via Convex Combinations.
Alessandro De Palma
Rudy Bunel
Krishnamurthy (Dj) Dvijotham
M. Pawan Kumar
Robert Stanforth
Alessio Lomuscio
Published in:
ICLR (2024)
Keyphrases
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convex combinations
kernel machines
generalization bounds
convex hull
neural network
boosting algorithms
lower bound
pairwise
supervised learning
learning theory