Sascha Saralajew
4 papers · 2019–2025 · 3 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 ↓
π
Conference Polyglot Β· Bronze
π
Academic Marathon Β· Sprint
π
Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(10)
π
Keyword Champion
(2)
Venues
Top co-authors
Research topics
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
NeurIPS 2020
Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components
NeurIPS 2019