Manfred Jaeger
5 papers · 2012–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
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Trend Setter
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Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Core AI
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Foundations
(1)
Learning Types
(1)
Mathematics
(1)
Optimization
(1)
Reasoning
(1)
Keywords
statistical relational learning
(2)
bayesian inference
(1)
multi-instance learning
(1)
graph classification
(1)
attention mechanism
(1)
weakly supervised learning
(1)
expectation maximization
(1)
automata learning
(1)
parameter learning
(1)
relational model
(1)
generative model
(1)
bayesian network
(1)
probabilistic model
(1)
convergence guarantee
(1)
model checking
(1)
discrete data
(1)
relational structure
(1)
missing data
(1)
aggregation function
(1)
probabilistic automaton
(1)
Papers
The AIM and EM Algorithms for Learning from Coarse Data
JMLR 2022
Learning Aggregation Functions
IJCAI 2021
A Complete Characterization of Projectivity for Statistical Relational Models
IJCAI 2020
Learning and Interpreting Multi-Multi-Instance Learning Networks
JMLR 2020
Learning and Model-Checking Networks of I/O Automata
ACML 2012