Barbara Hammer
Scholar

Barbara Hammer

Google Scholar ID: 1d3OxaUAAAAJ
Professor, Bielefeld University
machine learningdata miningneural networksbioinformaticstheoretical computer science
Google Scholar↗
Citations & Impact
All-time
Citations
6,269
 
H-index
35
 
i10-index
142
 
Publications
20
 
Co-authors
68
list available
Contact
No contact links provided.
Publications
44 items
Contrastive Concept Importance: Explaining Pairwise Class Decisions Through Automatically Extracted Concept Representations
2026
Cited
0
Explaining Image Similarity with Automatically Extracted Concept Activation Vectors
2026
Cited
0
MeGA-MP: Metric Graph Advection Message Passing -- A Physics-Informed Message Passing Operator for Advection-Dominated Metric Graphs
2026
Cited
0
GEOPHYS: The Geometry of Physical Plausibility
2026
Cited
0
Space-sampled Value Decay: Forgetting Mechanisms for Non-stationary Deep Reinforcement Learning
2026
Cited
0
Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization
2026
Cited
0
Analysis of Search Heuristics in the Multi-Armed Bandit Setting
2026
Cited
0
FederatedFactory: Generative One-Shot Learning for Extremely Non-IID Distributed Scenarios
2026
Cited
0
Resume (English only)
Co-authors
68 total
Co-author 1
Co-author 1
Michael Biehl
Michael Biehl
University of Groningen, Bernoulli Institute
Frank-Michael Schleif
Frank-Michael Schleif
Professor of Computational Intelligence, Technical-UAS Würzburg-Schweinfurt
Alexander Schulz
Alexander Schulz
Technical Faculty, CITEC, Bielefeld University
Heiko Wersing
Heiko Wersing
Honda Research Institute Europe
Co-author 6
Co-author 6
Benjamin Paassen
Benjamin Paassen
Bielefeld University
Co-author 8
Co-author 8