Michael Benedikt
6 papers · 2015–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Reasoning
(1)
Keywords
logical reasoning
(1)
data integration
(1)
query reformulation
(1)
partial label learning
(1)
gradient descent
(1)
expressive power
(1)
softmax layer
(1)
gradient descent dynamics
(1)
privacy policy
(1)
asymptotic convergence
(1)
background knowledge
(1)
vocabulary restriction
(1)
complexity classification
(1)
probabilistic classifier
(1)
schema mapping
(1)
graph neural network
(1)
neural network
(1)
random graph model
(1)
softmax bia
(1)
unbiased exploration
(1)
Papers
Almost Surely Asymptotically Constant Graph Neural Networks
NeurIPS 2024
Towards Unbiased Exploration in Partial Label Learning
JMLR 2024
Reasoning about Disclosure in Data Integration in the Presence of Source Constraints
IJCAI 2019
Reformulating Queries: Theory and Practice
IJCAI 2017
Query Answering with Transitive and Linear-Ordered Data
IJCAI 2016
Combining Existential Rules and Description Logics
IJCAI 2015