Isabelle Guyon

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All published works

Action	Title	Year	Authors
+	DMLR: Data-centric Machine Learning Research -- Past, Present and Future	2023	Luis Oala Manil Maskey Lilith Bat-Leah Alicia Parrish Nezihe Merve Gürel Tzu-Sheng Kuo Yang Liu Rotem Dror Danilo Brajovic Xiaozhe Yao
+	Reinforcement learning for Energies of the future and carbon neutrality: a Challenge Design	2022	Gaëtan Serré Eva Boguslawski Benjamin Donnot Adrien Pavão Isabelle Guyon Antoine Marot
+ PDF Chat	Advances in MetaDL	2021	Adrian El Baz Isabelle Guyon Zhengying Liu Jan N. van Rijn Sébastien Treguer Joaquin Vanschoren
+ PDF Chat	Advances in MetaDL	2021	Adrian El Baz Isabelle Guyon Zhengying Liu Jan N. van Rijn Sébastien Treguer Joaquin Vanschoren
+	Benchmarking in cluster analysis: A white paper	2018	Iven Van Mechelen Anne‐Laure Boulesteix Rainer Dangl Nema Dean Isabelle Guyon Christian Hennig Friedrich Leisch Douglas Steinley

Common Coauthors

Coauthor	Papers Together
Joaquin Vanschoren	3
Jan N. van Rijn	2
Adrian El Baz	2
Zhengying Liu	2
Sébastien Treguer	2
Kurt Bollacker	1
Ahmed M. Alaa	1
Anne‐Laure Boulesteix	1
Lora Aroyo	1
Nezihe Merve Gürel	1
Max Bartolo	1
William A. Gaviria Rojas	1
Antoine Marot	1
Matthew Lease	1
Rainer Dangl	1
Girmaw Abebe Tadesse	1
Bojan Karlaš	1
Wojciech Samek	1
Benjamin Donnot	1
Michael W. Mahoney	1
Adrien Pavão	1
Cody Coleman	1
Natasha Noy	1
Douglas Steinley	1
Danilo Brajovic	1
Peter Mattson	1
Tzu-Sheng Kuo	1
Braden Hancock	1
Adji B. Dieng	1
Yang Liu	1
Nema Dean	1
Curtis G. Northcutt	1
Eva Boguslawski	1
Iven Van Mechelen	1
Christian Hennig	1
Praveen Paritosh	1
Alicia Parrish	1
Luis Oala	1
Gaëtan Serré	1
Rotem Dror	1
Friedrich Leisch	1
Ryan Hileman	1
Rainier Aliment	1
Meg Risdal	1
Lilith Bat-Leah	1
Ce Zhang	1
Bernard Koch	1
Vijay Janapa Reddi	1
Debojyoti Dutta	1
Manil Maskey	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Hierarchical clustering and the construction of (optimal) ultrametrics using L p -norms	1997	Lawrence J. Hubert Phipps Arabie Jacqueline J. Meulman	1
+	Three-mode partitioning	2006	Jan Schepers Iven Van Mechelen Eva Ceulemans	1
+ PDF Chat	A Plea for Neutral Comparison Studies in Computational Sciences	2013	Anne‐Laure Boulesteix Sabine Lauer Manuel J. A. Eugster	1
+	A study of standardization of variables in cluster analysis	1988	Glenn W. Milligan Martha C. Cooper	1
+	OCLUS: An Analytic Method for Generating Clusters with Known Overlap	2005	Douglas Steinley Robert A. Henson	1
+	Metric and Euclidean properties of dissimilarity coefficients	1986	J. C. Gower Pierre Legendre	1
+	Cross-Validatory Choice and Assessment of Statistical Predictions	1974	M. Stone	1
+	Some methods for classification and analysis of multivariate observations	1967	James B. MacQueen	1
+	Benchmark Experiments A Tool for Analyzing Statistical Learning Algorithms	2011	Manuel J. A. Eugster	1
+	Reproducible research in statistics: A review and guidelines for the <i>Biometrical Journal</i>	2015	Benjamin Hofner Matthias Schmid Lutz Edler	1
+ PDF Chat	Deriving optimal data-analytic regimes from benchmarking studies	2016	Lisa Doove Tom F. Wilderjans Antonio Calcagnì Iven Van Mechelen	1
+ PDF Chat	Towards evidence-based computational statistics: lessons from clinical research on the role and design of real-data benchmark studies	2017	Anne‐Laure Boulesteix Rory Wilson Alexander Hapfelmeier	1
+	What are the true clusters	2015	Christian Hennig	1
+	Finding groups in data: an introduction to cluster analysis	1991		1