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gptkbp:instance_of
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gptkb:physicist
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gptkbp:bfsLayer
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4
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gptkbp:bfsParent
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gptkb:Jürgen_Gall
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gptkbp:affiliation
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gptkb:Max_Planck_Institute_for_Intelligent_Systems
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gptkbp:awards
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gptkb:European_Research_Council_Advanced_Grant
gptkb:Inaugural_Max_Planck_Research_Award
gptkb:Gottfried_Wilhelm_Leibniz_Prize
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gptkbp:birth_date
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1966-12-15
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gptkbp:birth_place
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gptkb:Freiburg,_Germany
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gptkbp:contribution
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Statistical Learning Theory Contributions
Advancements in Support Vector Machines
Development of Kernel-based Learning Algorithms
Research on Causality in Machine Learning
Applications of Machine Learning in Computer Vision
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gptkbp:editor
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gptkb:Statistical_Analysis_and_Data_Mining:_The_ASA_Data_Science_Journal
gptkb:Journal_of_Machine_Learning_Research
gptkb:Machine_Learning_Journal
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gptkbp:field
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gptkb:Artificial_Intelligence
statistics
data science
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https://www.w3.org/2000/01/rdf-schema#label
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Bernhard Schölkopf
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gptkbp:influenced_by
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gptkb:Peter_Bühlmann
gptkb:Yoshua_Bengio
gptkb:David_Haussler
gptkb:Michael_I._Jordan
gptkb:Jürgen_Schmidhuber
gptkb:Robert_Tibshirani
gptkb:Trevor_Hastie
gptkb:Geoffrey_R._Hinton
gptkb:Judea_Pearl
gptkb:Vladimir_Vapnik
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gptkbp:known_for
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gptkb:software_framework
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gptkbp:notable_alumni
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gptkb:Ulrike_von_Luxburg
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gptkbp:publishes
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Learning with Kernels
Causality: Models, Reasoning and Inference
Kernel Methods in Machine Learning
A Tutorial on Support Vector Machines for Pattern Recognition
Support Vector Machines and Kernel Methods
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gptkbp:research_interest
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gptkb:microprocessor
computer vision
causal inference
kernel methods
statistical learning theory
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gptkbp:staff
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gptkb:Bernhard_Schölkopf
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