Ralf Eggeling
5 papers · 2014–2019 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (12)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π
Trend Setter
Conferences
AISTATS (3)
ICML (1)
PGM (1)
Top co-authors
Research topics
Keywords
structure learning
(5)
bayesian network
(3)
global optimization
(1)
conditional probability
(1)
parameter learning
(1)
exact algorithm
(1)
robust learning
(1)
graphical model
(1)
decision tree
(1)
statistical efficiency
(1)
local structure
(1)
directed acyclic graph
(1)
ground truth
(1)
structure prior
(1)
structural hamming distance
(1)
bayes score
(1)
small datum
(1)
context tree
(1)
parsimonious markov model
(1)
dna sequence analysis
(1)
Papers
On Structure Priors for Learning Bayesian Networks
AISTATS 2019
Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth
AISTATS 2018
Finding Optimal Bayesian Networks with Local Structure
PGM 2018
Dealing with small data: On the generalization of context trees
ICML 2015
Robust learning of inhomogeneous PMMs
AISTATS 2014