|
gptkbp:instance_of
|
gptkb:Person
|
|
gptkbp:bfsLayer
|
5
|
|
gptkbp:bfsParent
|
gptkb:Machine_Learning:_A_Probabilistic_Perspective
|
|
gptkbp:affiliation
|
gptkb:University_of_Washington
|
|
gptkbp:author
|
gptkb:Daphne_Koller
gptkb:Zoubin_Ghahramani
|
|
gptkbp:awards
|
Best Paper Award
Outstanding Paper Award
|
|
gptkbp:birth_date
|
gptkb:1970
|
|
gptkbp:birth_place
|
gptkb:United_States
|
|
gptkbp:collaborations
|
gptkb:Ryan_Adams
gptkb:Jasper_Snoek
gptkb:Yoshua_Bengio
gptkb:Michael_Jordan
gptkb:Ali_Farhadi
gptkb:Andrew_Y._Ng
gptkb:Emma_Pierson
gptkb:Abhinav_Gupta
gptkb:Trevor_Hastie
Dani Yogatama
|
|
gptkbp:contribution
|
gptkb:Markov_Chain_Monte_Carlo
Bayesian Networks
Variational Inference
|
|
gptkbp:editor
|
gptkb:Statistical_Analysis_and_Data_Mining:_The_ASA_Data_Science_Journal
gptkb:Journal_of_Machine_Learning_Research
gptkb:Machine_Learning_Journal
|
|
gptkbp:education
|
Ph. D. in Computer Science
|
|
gptkbp:field
|
gptkb:software_framework
|
|
gptkbp:gender
|
gptkb:philosopher
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Kevin P. Murphy
|
|
gptkbp:influenced_by
|
gptkb:David_Barber
gptkb:Geoffrey_R._Hinton
|
|
gptkbp:invention
|
Machine Learning Algorithms
Statistical Models for Data Analysis
Probabilistic Inference Techniques
|
|
gptkbp:known_for
|
gptkb:Probabilistic_Graphical_Models
|
|
gptkbp:nationality
|
gptkb:Native_American_tribe
|
|
gptkbp:notable_performers
|
gptkb:International_Conference_on_Machine_Learning
gptkb:Neural_Information_Processing_Systems
Artificial Intelligence and Statistics
|
|
gptkbp:notable_work
|
gptkb:Machine_Learning:_A_Probabilistic_Perspective
|
|
gptkbp:occupation
|
gptkb:physicist
|
|
gptkbp:published_by
|
gptkb:Artificial_Intelligence_Journal
gptkb:Journal_of_Machine_Learning_Research
gptkb:IEEE_Transactions_on_Pattern_Analysis_and_Machine_Intelligence
|
|
gptkbp:research_focus
|
Machine Learning Group
|
|
gptkbp:research_interest
|
gptkb:viewpoint
gptkb:Artificial_Intelligence
Statistics
|
|
gptkbp:website
|
http://www.cs.washington.edu/people/faculty/murphy
|