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M

Marco Loog

Radboud University

35H-index
280Paper Count
6.8KCitation Count
Published Papers 49
Publication Date
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Applications and implicit assumptions in dementia risk scores: A scoping review of the LIBRA score
errJournal of Alzheimer's Disease Reports
IF2.8
err2026-01-22
err0
PREAI
errWouter MR Kant; Wieske K de Swart; Jim M Smit; Marco Loog; Jesse H Krijthe
errShare
errSave
The Vanishing Empirical Variance in Randomly Initialized Deep ReLU Networks
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT IV
IF0
err2026-01-01
err0
PREAI
errGrzejdziak-Zdziarski, Michal; Tax, David M. J.; Loog, Marco
errShare
errSave
A comparative study of methods for dynamic survival analysis
errFRONTIERS IN NEUROLOGY
IF2.8
err2025-02-18
err0
errOAAI
errde Swart, Wieske K.; Loog, Marco; Krijthe, Jesse H.
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errSave
Learning Learning Curves
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2025-01-03
err0
PREAI
errTuran, O. Taylan; Tax, David M. J.; Viering, Tom J.; Loog, Marco
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errSave
Also for k-means: more data does not imply better performance
errMACHINE LEARNING
IF2.9
err2023-07-25
err1
errOAAI
errLoog, Marco; Krijthe, Jesse H. H.; Bicego, Manuele
errShare
errSave
Predicting patient response with models trained on cell lines and patient-derived xenografts by nonlinear transfer learning
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2021-12-03
err23
errOAAI
errMourragui, Soufiane M. C.; Loog, Marco; Vis, Daniel J.; Moore, Kat; Manjon, Anna G.; van de Wiel, Mark A.; Reinders, Marcel J. T.; Wessels, Lodewyk F. A.
errShare
errSave
Robust domain-adaptive discriminant analysis
errPATTERN RECOGNITION LETTERS
IF3.3
err2021-08-01
err0
errOAAI
errKouw, Wouter M.; Loog, Marco
errShare
errSave
Resolution Learning in Deep Convolutional Networks Using Scale-Space Theory
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2021-01-01
err15
errOAAI
errPintea, Silvia L.; Tomen, Nergis; Goes, Stanley F.; Loog, Marco; van Gemert, Jan C.
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errSave
A brief prehistory of double descent
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2020-05-05
err35
errOAAI
errLoog, Marco; Viering, Tom; Mey, Alexander; Krijthe, Jesse H.; Tax, David M. J.
errShare
errSave
A dissimilarity-based multiple instance learning approach for protein remote homology detection
errPATTERN RECOGNITION LETTERS
IF3.3
err2019-12-01
err4
PREAI
errMensi, Antonella; Bicego, Manuele; Lovato, Pietro; Loog, Marco; Tax, David M. J.
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errSave
Gaussian process variance reduction by location selection
errPATTERN RECOGNITION LETTERS
IF3.3
err2019-07-01
err3
PREAI
errBottarelli, Lorenzo; Loog, Marco
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errSave
Nuclear discrepancy for single-shot batch active learning
errMACHINE LEARNING
IF2.9
err2019-06-26
err7
errOAAI
errViering, Tom J.; Krijthe, Jesse H.; Loog, Marco
errShare
errSave
Single shot active learning using pseudo annotators
errPATTERN RECOGNITION
IF7.6
err2019-05-01
err17
errOAAI
errYang, Yazhou; Loog, Marco
errShare
errSave
A benchmark and comparison of active learning for logistic regression
errPATTERN RECOGNITION
IF7.6
err2018-11-01
err85
errOAAI
errYang, Yazhou; Loog, Marco
errShare
errSave
A variance maximization criterion for active learning
errPATTERN RECOGNITION
IF7.6
err2018-06-01
err43
errOAAI
errYang, Yazhou; Loog, Marco
errShare
errSave
Editorial of the Special Issue on Multi-instance Learning in Pattern Recognition and Vision
errPATTERN RECOGNITION
IF7.6
err2017-11-01
err2
PREAI
errWu, Jianxin; Bai, Xiang; Loog, Marco; Roli, Fabio; Zhou, Zhi-Hua
errShare
errSave
Projected estimators for robust semi-supervised classification
errMACHINE LEARNING
IF2.9
err2017-04-03
err12
errOAAI
errKrijthe, Jesse H.; Loog, Marco
errShare
errSave
Robust semi-supervised least squares classification by implicit constraints
errPATTERN RECOGNITION
IF7.6
err2017-03-01
err11
errOAAI
errKrijthe, Jesse H.; Loog, Marco
errShare
errSave
Dissimilarity-Based Ensembles for Multiple Instance Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2016-06-01
err34
errOAAI
errCheplygina, Veronika; Tax, David M. J.; Loog, Marco
errShare
errSave
Single- vs. multiple-instance classification
errPATTERN RECOGNITION
IF7.6
err2015-09-01
err31
PREAI
errAlpaydin, Ethem; Cheplygina, Veronika; Loog, Marco; Tax, David M. J.
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
P
Ponnuthurai Nagaratnam Suganthan
H-index: 118 · Papers: 784
B
Bram van Ginneken
H-index: 106 · Papers: 698
M
Max A. Viergever
H-index: 106 · Papers: 764
Zhi-Hua Zhou cover
Zhi-Hua Zhou (Zhi‐Hua Zhou)
H-index: 102 · Papers: 694
J
John C. van Swieten
H-index: 100 · Papers: 643
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