Manfred Jaeger
5 papers · 2012–2022 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3)
π
Academic Marathon
(10)
π
Cross-Pollinator
(14)
π
Keyword Champion
(2)
π
Trend Setter
Conferences
IJCAI (2)
JMLR (2)
ACML (1)
Top co-authors
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 datum
(1)
relational structure
(1)
missing datum
(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