Остановите войну!
for scientists:
default search action
Giles Hooker
- > Home > Persons > Giles Hooker
Publications
- 2022
- [j18]Yichen Zhou, Giles Hooker:
Decision tree boosted varying coefficient models. Data Min. Knowl. Discov. 36(6): 2237-2271 (2022) - [j17]Yichen Zhou, Giles Hooker:
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution. J. Mach. Learn. Res. 23: 183:1-183:44 (2022) - 2021
- [j14]Zhengze Zhou, Lucas Mentch, Giles Hooker:
V-statistics and Variance Estimation. J. Mach. Learn. Res. 22: 287:1-287:48 (2021) - [j13]Giles Hooker, Lucas Mentch, Siyu Zhou:
Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance. Stat. Comput. 31(6): 82 (2021) - [j12]Zhengze Zhou, Giles Hooker:
Unbiased Measurement of Feature Importance in Tree-Based Methods. ACM Trans. Knowl. Discov. Data 15(2): 26:1-26:21 (2021) - [c10]Zhengze Zhou, Giles Hooker, Fei Wang:
S-LIME: Stabilized-LIME for Model Explanation. KDD 2021: 2429-2438 - [i12]Lucas Mentch, Giles Hooker:
Bridging Breiman's Brook: From Algorithmic Modeling to Statistical Learning. CoRR abs/2102.12328 (2021) - [i11]Zhengze Zhou, Giles Hooker, Fei Wang:
S-LIME: Stabilized-LIME for Model Explanation. CoRR abs/2106.07875 (2021) - 2019
- [i10]Zhengze Zhou, Giles Hooker:
Unbiased Measurement of Feature Importance in Tree-Based Methods. CoRR abs/1903.05179 (2019) - [i9]Giles Hooker, Lucas Mentch:
Please Stop Permuting Features: An Explanation and Alternatives. CoRR abs/1905.03151 (2019) - [i7]Zhengze Zhou, Lucas Mentch, Giles Hooker:
Asymptotic Normality and Variance Estimation For Supervised Ensembles. CoRR abs/1912.01089 (2019) - 2018
- [j8]Giles Hooker, Lucas Mentch:
Bootstrap bias corrections for ensemble methods. Stat. Comput. 28(1): 77-86 (2018) - [i4]Yichen Zhou, Zhengze Zhou, Giles Hooker:
Approximation Trees: Statistical Stability in Model Distillation. CoRR abs/1808.07573 (2018) - 2016
- [j6]Lucas Mentch, Giles Hooker:
Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests. J. Mach. Learn. Res. 17: 26:1-26:41 (2016)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-25 01:42 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint