NEC Laboratories America (for Léon Bottou at the time of writing)
E1153666
UNEXPLORED
NEC Laboratories America is a U.S.-based research center of NEC Corporation known for advanced work in computer science and machine learning.
All labels observed (1)
| Label | Occurrences |
|---|---|
| NEC Laboratories America (for Léon Bottou at the time of writing) canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T15361178 — 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: NEC Laboratories America (for Léon Bottou at the time of writing) Context triple: [Stochastic Gradient Descent Tricks, hasAuthorAffiliation, NEC Laboratories America (for Léon Bottou at the time of writing)]
-
A.
Léon Bottou
Léon Bottou is a French computer scientist known for his influential work in machine learning and neural networks, including key contributions to the development of the LeNet convolutional network.
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B.
Samy Bengio
Samy Bengio is a prominent machine learning researcher known for his contributions to deep learning and his leadership roles at major AI organizations including Google and Apple.
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C.
Yoshua Bengio
Yoshua Bengio is a Canadian computer scientist and deep learning pioneer whose work on neural networks and representation learning has been foundational to modern artificial intelligence.
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D.
NEA Research Labs
NEA Research Labs are research centers funded by the National Endowment for the Arts that investigate the impacts and value of the arts in areas such as health, education, and community development.
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E.
“Large-Scale Machine Learning with Stochastic Gradient Descent”
“Large-Scale Machine Learning with Stochastic Gradient Descent” is a widely cited work by Léon Bottou that analyzes and advocates stochastic gradient descent as an efficient optimization method for large-scale machine learning problems.
- 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: NEC Laboratories America (for Léon Bottou at the time of writing) Target entity description: NEC Laboratories America is a U.S.-based research center of NEC Corporation known for advanced work in computer science and machine learning.
-
A.
Léon Bottou
Léon Bottou is a French computer scientist known for his influential work in machine learning and neural networks, including key contributions to the development of the LeNet convolutional network.
-
B.
Samy Bengio
Samy Bengio is a prominent machine learning researcher known for his contributions to deep learning and his leadership roles at major AI organizations including Google and Apple.
-
C.
Yoshua Bengio
Yoshua Bengio is a Canadian computer scientist and deep learning pioneer whose work on neural networks and representation learning has been foundational to modern artificial intelligence.
-
D.
NEA Research Labs
NEA Research Labs are research centers funded by the National Endowment for the Arts that investigate the impacts and value of the arts in areas such as health, education, and community development.
-
E.
“Large-Scale Machine Learning with Stochastic Gradient Descent”
“Large-Scale Machine Learning with Stochastic Gradient Descent” is a widely cited work by Léon Bottou that analyzes and advocates stochastic gradient descent as an efficient optimization method for large-scale machine learning problems.
- F. None of above. chosen
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.
“Stochastic Gradient Descent Tricks”
→
hasAuthorAffiliation
→
NEC Laboratories America (for Léon Bottou at the time of writing)
ⓘ
subject surface form:
Stochastic Gradient Descent Tricks