Barret Zoph
E116777
Barret Zoph is a machine learning researcher known for his work on neural architecture search and contributions to deep learning at Google Brain.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Barret Zoph canonical | 3 |
How this entity was disambiguated
This entity first appeared as the object of triple T921652 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barret Zoph Context triple: [Christian Szegedy, coAuthor, Barret Zoph]
-
A.
Philip Sabes
Philip Sabes is a neuroscientist and entrepreneur known for his work on brain–computer interfaces and for co-founding the neurotechnology company Neuralink.
-
B.
Lud Wray
Lud Wray was an early professional football coach and executive best known for co-founding and serving as the first head coach of the Philadelphia Eagles in the NFL.
-
C.
Mervin
Mervin is a masculine given name of English origin, often used as a variant of Marvin or Mervyn.
-
D.
Kurt Buckman
Kurt Buckman is one of the three beleaguered friends in the dark comedy film "Horrible Bosses," known for plotting to kill his abusive employer alongside his equally frustrated coworkers.
-
E.
Van Brunt
Van Brunt is the surname of Brom Bones, the boisterous rival of Ichabod Crane in Washington Irving’s “The Legend of Sleepy Hollow.”
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barret Zoph Target entity description: Barret Zoph is a machine learning researcher known for his work on neural architecture search and contributions to deep learning at Google Brain.
-
A.
Philip Sabes
Philip Sabes is a neuroscientist and entrepreneur known for his work on brain–computer interfaces and for co-founding the neurotechnology company Neuralink.
-
B.
Lud Wray
Lud Wray was an early professional football coach and executive best known for co-founding and serving as the first head coach of the Philadelphia Eagles in the NFL.
-
C.
Mervin
Mervin is a masculine given name of English origin, often used as a variant of Marvin or Mervyn.
-
D.
Kurt Buckman
Kurt Buckman is one of the three beleaguered friends in the dark comedy film "Horrible Bosses," known for plotting to kill his abusive employer alongside his equally frustrated coworkers.
-
E.
Van Brunt
Van Brunt is the surname of Brom Bones, the boisterous rival of Ichabod Crane in Washington Irving’s “The Legend of Sleepy Hollow.”
- F. None of above. chosen
Statements (31)
| Predicate | Object |
|---|---|
| instanceOf |
machine learning researcher
ⓘ
person ⓘ |
| affiliation | Google Brain ⓘ |
| authorOf |
Learning Transferable Architectures for Scalable Image Recognition
ⓘ
Neural Architecture Search with Reinforcement Learning ⓘ
linked to:
Neural Architecture Search
|
| coauthorWith |
Barret Zoph
ⓘ
Jonathon Shlens ⓘ Quoc V. Le ⓘ Vijay Vasudevan ⓘ |
| contributedTo |
advances in neural architecture search
ⓘ
automated design of neural network architectures ⓘ |
| employer |
Google
ⓘ
Google Brain ⓘ |
| fieldOfWork |
deep learning
ⓘ
machine learning ⓘ |
| hasCitizenship |
United States (inferred)
ⓘ
linked to:
United States of America
|
| influencedField |
AutoML
ⓘ
computer vision ⓘ |
| knownFor |
deep learning research
ⓘ
neural architecture search ⓘ |
| languageOfWorkOrName | English ⓘ |
| notableWork |
Learning Transferable Architectures for Scalable Image Recognition
ⓘ
Neural Architecture Search with Reinforcement Learning ⓘ
linked to:
Neural Architecture Search
|
| publicationVenue |
Conference on Computer Vision and Pattern Recognition
ⓘ
International Conference on Learning Representations ⓘ
linked to:
ICLR
|
| researchArea |
automated machine learning
ⓘ
convolutional neural networks ⓘ neural architecture search ⓘ |
| usedMethod |
reinforcement learning for architecture search
ⓘ
search over neural network architectures ⓘ |
| workLocation | Google Brain ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Barret Zoph Description of subject: Barret Zoph is a machine learning researcher known for his work on neural architecture search and contributions to deep learning at Google Brain.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.