Chernoff Sampling for Active Testing and Extension to Active Regression

Subhojyoti Mukherjee; Ardhendu Tripathy; Robert Nowak

Chernoff Sampling for Active Testing and Extension to Active Regression

Subhojyoti Mukherjee
, Ardhendu Tripathy
, Robert Nowak

Computer Science

University of Wisconsin-Madison

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	7384-7432
Number of pages	49
Journal	Proceedings of Machine Learning Research
Volume	151
State	Published - 2022
Event	25th International Conference on Artificial Intelligence and Statistics, AISTATS 2022 - Virtual, Online, Spain Duration: Mar 28 2022 → Mar 30 2022

ASJC Scopus Subject Areas

Artificial Intelligence
Software
Control and Systems Engineering
Statistics and Probability

Cite this

@article{c6679fa160ee40999631a9d512c55603,

title = "Chernoff Sampling for Active Testing and Extension to Active Regression",

author = "Subhojyoti Mukherjee and Ardhendu Tripathy and Robert Nowak",

note = "Publisher Copyright: Copyright {\textcopyright} 2022 by the author(s); 25th International Conference on Artificial Intelligence and Statistics, AISTATS 2022 ; Conference date: 28-03-2022 Through 30-03-2022",

year = "2022",

language = "English",

volume = "151",

pages = "7384--7432",

journal = "Proceedings of Machine Learning Research",

issn = "2640-3498",

}

TY - JOUR

T1 - Chernoff Sampling for Active Testing and Extension to Active Regression

AU - Mukherjee, Subhojyoti

AU - Tripathy, Ardhendu

AU - Nowak, Robert

PY - 2022

Y1 - 2022

UR - https://www.scopus.com/pages/publications/85131628473

UR - https://www.scopus.com/pages/publications/85131628473#tab=citedBy

M3 - Conference article

AN - SCOPUS:85131628473

SN - 2640-3498

VL - 151

SP - 7384

EP - 7432

JO - Proceedings of Machine Learning Research

JF - Proceedings of Machine Learning Research

T2 - 25th International Conference on Artificial Intelligence and Statistics, AISTATS 2022

Y2 - 28 March 2022 through 30 March 2022

ER -

Chernoff Sampling for Active Testing and Extension to Active Regression

ASJC Scopus Subject Areas

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