Fritz Sommer
2 papers · 2010–2014 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
📈
Trend Setter
Venues
Research topics
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Cognitive Science
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Science
(1)
Keywords
unsupervised learning
(1)
reinforcement learning
(1)
nonparametric bayesian
(1)
bayesian learning
(1)
bayesian inference
(1)
nonparametric bayesian models
(1)
sparse representation
(1)
adaptive sampling
(1)
nonparametric model
(1)
signal reconstruction
(1)
data compression
(1)
chinese restaurant process
(1)
neural population
(1)
compressive sampling
(1)
subsampled data
(1)
agent learning
(1)
adaptive algorithm
(1)
information gain
(1)
empirical baye
(1)
information-based planning
(1)