Properties (51)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
computer scientist
|
| gptkbp:affiliation |
gptkb:Microsoft_Research
|
| gptkbp:author |
gptkb:Mark_Girolami
gptkb:Neal_Lawrence gptkb:Pattern_Recognition_and_Machine_Learning gptkb:Zoubin_Ghahramani |
| gptkbp:awards |
Royal_Society_Fellow
|
| gptkbp:birthYear |
1951
|
| gptkbp:collaborations |
gptkb:Geoffrey_Hinton
gptkb:Yoshua_Bengio gptkb:Andrew_Yao gptkb:Jürgen_Schmidhuber gptkb:Peter_Dayan |
| gptkbp:community |
Machine_Learning_and_Perception_Group
|
| gptkbp:contribution |
development of algorithms for data analysis
Bayesian methods in machine learning advancements in probabilistic graphical models applications of machine learning in various fields |
| gptkbp:editor |
gptkb:Journal_of_Machine_Learning_Research
|
| gptkbp:education |
gptkb:University_of_Cambridge
|
| gptkbp:field |
artificial intelligence
|
| gptkbp:hasLanguage |
AAAI Conference
ICML Conference NeurIPS Conference CVPR Conference UAI Conference |
| https://www.w3.org/2000/01/rdf-schema#label |
Christopher M. Bishop
|
| gptkbp:influenced |
many researchers in machine learning
|
| gptkbp:influencedBy |
gptkb:David_MacKay
|
| gptkbp:knownFor |
machine learning
|
| gptkbp:mentor |
Yee_Whye_Teh
|
| gptkbp:nationality |
British
|
| gptkbp:project |
gptkb:Machine_Learning_for_Social_Good
Machine_Learning_for_Robotics Machine_Learning_for_Education Machine_Learning_for_Healthcare Machine_Learning_for_Autonomous_Systems Machine_Learning_for_Climate_Science Machine_Learning_for_Cybersecurity Machine_Learning_for_Drug_Discovery Machine_Learning_for_Finance Machine_Learning_for_Smart_Cities |
| gptkbp:publishes |
gptkb:Gaussian_Processes_for_Machine_Learning
gptkb:Bayesian_Networks Pattern_Recognition_and_Machine_Learning_(2006_edition) |
| gptkbp:researchFocus |
computer vision
deep learning natural language processing data mining reinforcement learning |
| gptkbp:researchInterest |
statistical pattern recognition
|