Sub-linear regret bounds for Bayesian optimisation in unknown search spaces

Tran-The, H; Gupta, Sunil; Rana, Santu; Ha, H; Venkatesh, Svetha

Sub-linear regret bounds for Bayesian optimisation in unknown search spaces

conference contribution

posted on 2019-01-01, 00:00 authored by H Tran-The, Sunil GuptaSunil Gupta, Santu RanaSantu Rana, H Ha, Svetha VenkateshSvetha Venkatesh

Sub-linear regret bounds for Bayesian optimisation in unknown search spaces

History

Volume

2020-December

Pagination

1-25

Location

Vancouver, British Columbia

Start date

2019-12-08

End date

2019-12-14

ISSN

1049-5258

Language

eng

Publication classification

E1 Full written paper - refereed

Title of proceedings

NeurIPS 2019 : Proceedings of the 33rd Conference on Neural Information Processing Systems

Event

Neural Information Processing Systems. Conference (2019 : 33rd : Vancouver, British Columbia)

Publisher

Neural Information Processing Systems

Place of publication

[Unknown]

Series

Advances in Neural Information Processing Systems; v.32

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Keywords

4602 Artificial intelligence

Sub-linear regret bounds for Bayesian optimisation in unknown search spaces

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