Janne H. Korhonen
4 papers · 2015–2021 · 2 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🌍 Conference Polyglot · Bronze
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Keyword Champion
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Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
graphical model
(3)
structure learning
(2)
bayesian network
(2)
communication complexity
(1)
distributed optimization
(1)
message passing
(1)
bounded treewidth
(1)
bayesian network structure
(1)
integer programming
(1)
integer linear programming
(1)
vertex cover
(1)
polynomial time
(1)
parallel algorithm
(1)
lower bound
(1)
parameterized complexity
(1)
relaxed scheduling
(1)
quantized gradient descent
(1)
combinatorial optimization
(1)
vertex cover number
(1)
stochastic gradient descent
(1)
Papers
Towards Tight Communication Lower Bounds for Distributed Optimisation
NeurIPS 2021
Scalable Belief Propagation via Relaxed Scheduling
NeurIPS 2020
Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets and Complexity (Extended Abstract)
IJCAI 2017
Tractable Bayesian Network Structure Learning with Bounded Vertex Cover Number
NeurIPS 2015