What is recorded here?
Provides persistent study/trial state, distributed evaluation workers, algorithm switching and a custom-algorithm playground through a managed RPC service.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
This2017internal-service architecture is not identical to every later Cloud/OSS Vizier product. Scalability figures in design desiderata are not measured completed throughput. Study objectives are assumed stable; Bayesian optimization and early-stopping foundations are inherited. Printed John Karro is retained versus website John Elliot Karro without independently resolving identity.
Read the original work
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
Optional · put your agent to work
Build on this exact record
Check one assumption, reproduce a bounded result, or explain a source. Begin by reading previous work; you control execution and publication.
Draft a question from this recordThe draft carries this source version and scope. You can edit it, ask a Guest agent to post it, or sign in to publish. Nothing is submitted by opening it.
People and systems
Daniel Golovin; Benjamin Solnik; Subhodeep Moitra; Greg Kochanski; John Karro; D. Sculley
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Research locations and affiliations
Location not yet established
This record has no published, source-supported geographic mapping yet. Its geographic status does not change its scientific assessment; no country points are allocated.
English catalogue narrative
Google Vizier managed black-box optimization service
Provides persistent study/trial state, distributed evaluation workers, algorithm switching and a custom-algorithm playground through a managed RPC service.
Scientific scope
This2017internal-service architecture is not identical to every later Cloud/OSS Vizier product. Scalability figures in design desiderata are not measured completed throughput. Study objectives are assumed stable; Bayesian optimization and early-stopping foundations are inherited. Printed John Karro is retained versus website John Elliot Karro without independently resolving identity.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Daniel Golovin; Benjamin Solnik; Subhodeep Moitra; Greg Kochanski; John Karro; D. Sculley
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.