Sascha Saralajew
4 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π Academic Marathon (6) π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (15)
π§
Keyword Pioneer
π
Keyword Champion
(2)
Conferences
NIPS (2)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
neural network
(3)
adversarial attack
(2)
prototype-based network
(2)
adversarial robustness
(2)
noise robustness
(1)
robustness certification
(1)
interpretable model
(1)
robustness guarantee
(1)
prototype-based learning
(1)
radial basis function
(1)
probabilistic classifier
(1)
prototype network
(1)
radial basis function classifier
(1)
deep prototype-based network
(1)
nearest prototype classifier
(1)
hypothesis margin
(1)
text classification
(1)
robust classification
(1)
interpretable classification
(1)
Papers
A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations
AAAI 2025
Robust Text Classification: Analyzing Prototype-Based Networks
EMNLP 2024
Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms
NIPS 2020
Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components
NIPS 2019