Oliver Niggemann
3 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Computer Science
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI
(1)
Core Methods
(1)
Learning Types
(1)
Mathematics
(1)
Optimization
(1)
Keywords
fault diagnosis
(2)
model-based diagnosis
(2)
markov chain monte carlo
(1)
machine learning
(1)
adaptive step size
(1)
cyber-physical system
(1)
hybrid system
(1)
bayesian neural network
(1)
root cause analysis
(1)
root cause identification
(1)
satisfiability modulo theory
(1)
residual analysis
(1)
cyber-physical production system
(1)
boolean residual
(1)
residual-based diagnosis
(1)
uncertainty quantification
(1)
diffusion-based sampling
(1)
posterior sampling
(1)
Papers
On the Convergence of Locally Adaptive and Scalable Diffusion-Based Sampling Methods for Deep Bayesian Neural Network Posteriors
AISTATS 2025
Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models
AAAI 2019
Model-Based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory
AAAI 2019