Bernhard A. Moser
6 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (6) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (14)
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Keyword Pioneer
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Hot Topic Early Bird
Conferences
AAAI (2)
IJCAI (2)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
reproducing kernel hilbert space
(2)
unsupervised learning
(1)
differential privacy
(1)
domain adaptation
(1)
convex optimization
(1)
unsupervised domain adaptation
(1)
parameter selection
(1)
model aggregation
(1)
privacy-preserving learning
(1)
utility optimization
(1)
generalization error
(1)
regularization parameter
(1)
collaborative learning
(1)
adversarial attack
(1)
distance metric
(1)
inverse problem
(1)
activation function
(1)
membership inference
(1)
kernel machine
(1)
relu neural network
(1)
Papers
Exploiting Space Folding by Neural Networks
AAAI 2026
Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent (Abstract Reprint)
AAAI 2026
On Mitigating the Utility-Loss in Differentially Private Learning: A New Perspective by a Geometrically Inspired Kernel Approach (Abstract Reprint)
IJCAI 2024
Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation
ICLR 2023
Tessellation-Filtering ReLU Neural Networks
IJCAI 2022
The balancing principle for parameter choice in distance-regularized domain adaptation
NIPS 2021