Ralf Eggeling
5 papers · 2014–2019 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Learning Types
(2)
Knowledge & Reasoning
(1)
Optimization
(1)
Reasoning
(1)
Statistics
(1)
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)
bayesian network structure learning
(1)
structural hamming distance
(1)
bayes score
(1)
conditional probability table
(1)
small data
(1)
context tree
(1)
Papers
On Structure Priors for Learning Bayesian Networks
AISTATS 2019
Finding Optimal Bayesian Networks with Local Structure
PGM 2018
Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth
AISTATS 2018
Dealing with small data: On the generalization of context trees
ICML 2015
Robust learning of inhomogeneous PMMs
AISTATS 2014