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Forward Stability and Model Path Selection

Forward Stability and Model Path Selection

Statistics and computing (Stat Comput), 2021
5 March 2021
N. Kissel
L. Mentch
ArXiv (abs)PDFHTML

Papers citing "Forward Stability and Model Path Selection"

12 / 12 papers shown
Data as a Lever: A Neighbouring Datasets Perspective on Predictive Multiplicity
Data as a Lever: A Neighbouring Datasets Perspective on Predictive Multiplicity
Prakhar Ganesh
Hsiang Hsu
G. Farnadi
148
0
0
24 Oct 2025
"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and Explanations
"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and ExplanationsACM Transactions on Knowledge Discovery from Data (TKDD), 2025
Gianlucca L. Zuin
Adriano Veloso
204
0
0
11 Sep 2025
Stability Selection via Variable Decorrelation
Stability Selection via Variable Decorrelation
Mahdi Nouraie
Connor Smith
Samuel Muller
220
2
0
27 May 2025
The Curious Case of Arbitrariness in Machine Learning
The Curious Case of Arbitrariness in Machine Learning
Prakhar Ganesh
Afaf Taik
G. Farnadi
437
6
0
28 Jan 2025
X Hacking: The Threat of Misguided AutoML
X Hacking: The Threat of Misguided AutoML
Rahul Sharma
Sergey Redyuk
Sumantrak Mukherjee
Andrea Sipka
Eyke Hüllermeier
Sebastian Vollmer
David Selby
555
5
0
16 Jan 2024
Exploration of the Rashomon Set Assists Trustworthy Explanations for
  Medical Data
Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical DataIEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Katarzyna Kobyliñska
Mateusz Krzyzinski
Rafal Machowicz
Mariusz Adamek
P. Biecek
215
11
0
22 Aug 2023
Exploring and Interacting with the Set of Good Sparse Generalized
  Additive Models
Exploring and Interacting with the Set of Good Sparse Generalized Additive ModelsNeural Information Processing Systems (NeurIPS), 2023
Chudi Zhong
Zhi Chen
Jiachang Liu
Margo Seltzer
Cynthia Rudin
416
33
0
28 Mar 2023
TimberTrek: Exploring and Curating Sparse Decision Trees with
  Interactive Visualization
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive VisualizationVisual .. (VISUAL), 2022
Zijie J. Wang
Chudi Zhong
Rui Xin
Takuya Takagi
Zhi Chen
Duen Horng Chau
Cynthia Rudin
Margo Seltzer
177
25
0
19 Sep 2022
Exploring the Whole Rashomon Set of Sparse Decision Trees
Exploring the Whole Rashomon Set of Sparse Decision TreesNeural Information Processing Systems (NeurIPS), 2022
Rui Xin
Chudi Zhong
Zhi Chen
Takuya Takagi
Margo Seltzer
Cynthia Rudin
417
89
0
16 Sep 2022
Partial Order in Chaos: Consensus on Feature Attributions in the
  Rashomon Set
Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set
Gabriel Laberge
Y. Pequignot
Alexandre Mathieu
Foutse Khomh
M. Marchand
FAtt
233
13
0
26 Oct 2021
Bayesian subset selection and variable importance for interpretable
  prediction and classification
Bayesian subset selection and variable importance for interpretable prediction and classificationJournal of machine learning research (JMLR), 2021
Daniel R. Kowal
383
15
0
20 Apr 2021
Interpretable Machine Learning: Fundamental Principles and 10 Grand
  Challenges
Interpretable Machine Learning: Fundamental Principles and 10 Grand ChallengesStatistics Survey (Stat. Surv.), 2021
Cynthia Rudin
Chaofan Chen
Zhi Chen
Haiyang Huang
Lesia Semenova
Chudi Zhong
FaMLAI4CELRM
528
913
0
20 Mar 2021
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