![](https://dblp1.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp1.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp1.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp1.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp1.uni-trier.de/img/search.dark.16x16.png)
default search action
Erwan Scornet
Person information
Refine list
![note](https://dblp1.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [i14]Abdoulaye Sakho, Erwan Scornet, Emmanuel Malherbe:
Theoretical and experimental study of SMOTE: limitations and comparisons of rebalancing strategies. CoRR abs/2402.03819 (2024) - 2023
- [c11]Ludovic Arnould, Claire Boyer, Erwan Scornet:
Is interpolation benign for random forest regression? AISTATS 2023: 5493-5548 - [c10]Patrick Lutz, Ludovic Arnould, Claire Boyer, Erwan Scornet:
Sparse tree-based Initialization for Neural Networks. ICLR 2023 - [c9]Alexis Ayme, Claire Boyer, Aymeric Dieuleveut, Erwan Scornet:
Naive imputation implicitly regularizes high-dimensional linear models. ICML 2023: 1320-1340 - 2022
- [c8]Clément Bénard, Gérard Biau, Sébastien Da Veiga, Erwan Scornet:
SHAFF: Fast and consistent SHApley eFfect estimates via random Forests. AISTATS 2022: 5563-5582 - [c7]Alexis Ayme, Claire Boyer, Aymeric Dieuleveut, Erwan Scornet:
Near-optimal rate of consistency for linear models with missing values. ICML 2022: 1211-1243 - [i13]Alexis Ayme, Claire Boyer, Aymeric Dieuleveut
, Erwan Scornet:
Minimax rate of consistency for linear models with missing values. CoRR abs/2202.01463 (2022) - [i12]Patrick Lutz, Ludovic Arnould, Claire Boyer, Erwan Scornet:
Sparse tree-based initialization for neural networks. CoRR abs/2209.15283 (2022) - 2021
- [c6]Clément Bénard, Gérard Biau, Sébastien Da Veiga, Erwan Scornet:
Interpretable Random Forests via Rule Extraction. AISTATS 2021: 937-945 - [c5]Ludovic Arnould, Claire Boyer, Erwan Scornet:
Analyzing the tree-layer structure of Deep Forests. ICML 2021: 342-350 - [c4]Marine Le Morvan, Julie Josse, Erwan Scornet, Gaël Varoquaux:
What's a good imputation to predict with missing values? NeurIPS 2021: 11530-11540 - [i11]Clément Bénard, Sébastien Da Veiga, Erwan Scornet:
MDA for random forests: inconsistency, and a practical solution via the Sobol-MDA. CoRR abs/2102.13347 (2021) - [i10]Clément Bénard, Gérard Biau, Sébastien Da Veiga, Erwan Scornet:
SHAFF: Fast and consistent SHApley eFfect estimates via random Forests. CoRR abs/2105.11724 (2021) - [i9]Marine Le Morvan, Julie Josse, Erwan Scornet, Gaël Varoquaux:
What's a good imputation to predict with missing values? CoRR abs/2106.00311 (2021) - 2020
- [c3]Marine Le Morvan, Nicolas Prost, Julie Josse, Erwan Scornet, Gaël Varoquaux:
Linear predictor on linearly-generated data with missing values: non consistency and solutions. AISTATS 2020: 3165-3174 - [c2]Marine Le Morvan, Julie Josse, Thomas Moreau, Erwan Scornet, Gaël Varoquaux:
NeuMiss networks: differentiable programming for supervised learning with missing values. NeurIPS 2020 - [i8]Marine Le Morvan, Nicolas Prost, Julie Josse, Erwan Scornet, Gaël Varoquaux:
Linear predictor on linearly-generated data with missing values: non consistency and solutions. CoRR abs/2002.00658 (2020) - [i7]Clément Bénard, Gérard Biau, Sébastien Da Veiga, Erwan Scornet:
Interpretable Random Forests via Rule Extraction. CoRR abs/2004.14841 (2020) - [i6]Marine Le Morvan, Julie Josse, Thomas Moreau
, Erwan Scornet, Gaël Varoquaux:
Neumann networks: differential programming for supervised learning with missing values. CoRR abs/2007.01627 (2020) - [i5]Ludovic Arnould, Claire Boyer, Erwan Scornet:
Analyzing the tree-layer structure of Deep Forests. CoRR abs/2010.15690 (2020)
2010 – 2019
- 2019
- [i4]Julie Josse, Nicolas Prost, Erwan Scornet, Gaël Varoquaux:
On the consistency of supervised learning with missing values. CoRR abs/1902.06931 (2019) - [i3]Jaouad Mourtada
, Stéphane Gaïffas, Erwan Scornet:
AMF: Aggregated Mondrian Forests for Online Learning. CoRR abs/1906.10529 (2019) - [i2]Clément Bénard, Gérard Biau, Sébastien Da Veiga, Erwan Scornet:
SIRUS: making random forests interpretable. CoRR abs/1908.06852 (2019) - 2017
- [c1]Jaouad Mourtada, Stéphane Gaïffas, Erwan Scornet:
Universal consistency and minimax rates for online Mondrian Forests. NIPS 2017: 3758-3767 - 2016
- [j2]Erwan Scornet:
On the asymptotics of random forests. J. Multivar. Anal. 146: 72-83 (2016) - [j1]Erwan Scornet:
Random Forests and Kernel Methods. IEEE Trans. Inf. Theory 62(3): 1485-1500 (2016) - [i1]Gérard Biau, Erwan Scornet, Johannes Welbl:
Neural Random Forests. CoRR abs/1604.07143 (2016)
Coauthor Index
![](https://dblp1.uni-trier.de/img/cog.dark.24x24.png)
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 2024-07-25 20:18 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint