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X
Suykens, Johan A.K.
20  Ergebnisse:
Buchkapitel (Online) X
Personensuche X
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1

Unbalanced Optimal Transport: A Unified Framework for Objec..:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
De Plaen, Henri ; De Plaen, Pierre-Francois ; Suykens, Johan A. K.... - p. 3198-3207 , 2023
Link: https://doi.org/10.1109/..
 
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2

Tensorized LSSVMS For Multitask Regression:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Liu, Jiani ; Tao, Qinghua ; Zhu, Ce.. - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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3

Improved Update Rule and Sampling of Stochastic Gradient De..:

, In: Machine Learning, Optimization, and Data Science; Lecture Notes in Computer Science,
Orchel, Marcin ; Suykens, Johan A. K. - p. 147-161 , 2022
Link: https://doi.org/10.1007/..
 
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4

Leverage Score Sampling for Complete Mode Coverage in Gener..:

, In: Machine Learning, Optimization, and Data Science; Lecture Notes in Computer Science,
Schreurs, Joachim ; De Meulemeester, Hannes ; Fanuel, Michaël.. - p. 466-480 , 2022
Link: https://doi.org/10.1007/..
 
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5

The Bures Metric for Generative Adversarial Networks:

, In: Machine Learning and Knowledge Discovery in Databases. Research Track; Lecture Notes in Computer Science,
De Meulemeester, Hannes ; Schreurs, Joachim ; Fanuel, Michaël.. - p. 52-66 , 2021
Link: https://doi.org/10.1007/..
 
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6

Fast Hyperparameter Tuning for Support Vector Machines with..:

, In: Machine Learning, Optimization, and Data Science; Lecture Notes in Computer Science,
Orchel, Marcin ; Suykens, Johan A. K. - p. 481-493 , 2020
Link: https://doi.org/10.1007/..
 
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7

Robust Generative Restricted Kernel Machines Using Weighted..:

, In: Machine Learning, Optimization, and Data Science; Lecture Notes in Computer Science,
Pandey, Arun ; Schreurs, Joachim ; Suykens, Johan A. K. - p. 613-624 , 2020
Link: https://doi.org/10.1007/..
 
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8

Wasserstein Exponential Kernels:

, In: 2020 International Joint Conference on Neural Networks (IJCNN),
Plaen, Henri De ; Fanuel, Michael ; Suykens, Johan A. K. - p. 1-6 , 2020
Link: https://doi.org/10.1109/..
 
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9

Latent Space Exploration Using Generative Kernel PCA:

, In: Communications in Computer and Information Science; Artificial Intelligence and Machine Learning,
Winant, David ; Schreurs, Joachim ; Suykens, Johan A. K. - p. 70-82 , 2020
Link: https://doi.org/10.1007/..
 
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10

Axiomatic Kernels on Graphs for Support Vector Machines:

, In: Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions; Lecture Notes in Computer Science,
Orchel, Marcin ; Suykens, Johan A. K. - p. 685-700 , 2019
Link: https://doi.org/10.1007/..
 
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11

Tensor Learning in Multi-view Kernel PCA:

, In: Artificial Neural Networks and Machine Learning – ICANN 2018; Lecture Notes in Computer Science,
Houthuys, Lynn ; Suykens, Johan A. K. - p. 205-215 , 2018
Link: https://doi.org/10.1007/..
 
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12

Weighted Multi-view Deep Neural Networks for Weather Foreca..:

, In: Artificial Neural Networks and Machine Learning – ICANN 2018; Lecture Notes in Computer Science,
Karevan, Zahra ; Houthuys, Lynn ; Suykens, Johan A. K. - p. 489-499 , 2018
Link: https://doi.org/10.1007/..
 
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13

Fixed-Size Least Squares Support Vector Machines: Scala Imp..:

, In: 2015 IEEE Symposium Series on Computational Intelligence,
Chandorkar, Mandar ; Mall, Raghvendra ; Lauwers, Oliver.. - p. 522-528 , 2015
Link: https://doi.org/10.1109/..
 
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14

The skweezee system : enabling the design and the progra..:

, In: Proceedings of the 26th annual ACM symposium on User interface software and technology,
Vanderloock, Karen ; Vanden Abeele, Vero ; Suykens, Johan A.K.. - p. 521-530 , 2013
Link: https://dl.acm.org/doi/1..
 
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15

Primal-dual framework for feature selection using least squ..:

, In: Proceedings of the 19th International Conference on Management of Data,
Mall, Raghvendra ; Suykens, Johan A. K. ; El Anbari, Mohammed. - p. 105-108 , 2013
Link: https://dl.acm.org/doi/1..
 
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