Publications
Author(s):
Achten, Sonny; Pandey, Arun; De Meulemeester, Hannes; De Moor, Bart; Suykens, Johan A. K.
Published in:
ICML Workshop on Duality for Modern Machine Learning,, Issue 5, 2023
Publisher:
ICML
DOI:
10.48550/arxiv.2305.17251
Author(s):
De Plaen, Henri; Suykens, J
Published in:
Proceedings ol ICML 2023 Workshop on Duality Principles for Modern Machine Learning (DP4ML);, Issue 1, 2023
Publisher:
DP4ML
DOI:
10.48550/arxiv.2307.10078
Author(s):
Tonin, Francesco; Pandey, Arun; Patrinos, Panagiotis; Suykens, Johan A. K.
Published in:
International Joint Conference on Neural Networks, Issue 4, 2021, ISSN 2161-4393
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/ijcnn52387.2021.9533706
Author(s):
Meulemans, Alexander; Carzaniga, Francesco; Suykens, Johan A.K.; Sacramento, João; Grewe, Benjamin F.
Published in:
Advances in Neural Information Processing Systems, Issue 33, 2020, Page(s) 20024--20036
Publisher:
NeurIPS
DOI:
10.5167/uzh-198834
Author(s):
Pandey, A; De Meulemeester, H; De Plaen, H; De Moor, B; Suykens, Johan
Published in:
European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Issue ESANN 2022, 2022
Publisher:
ESANN
Author(s):
Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A. K. Suykens
Published in:
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021, Page(s) 2682-2686, ISBN 978-1-6654-4899-4
Publisher:
IEEE
DOI:
10.1109/cvprw53098.2021.00302
Author(s):
Achten, Sonny; Tonin, F; Patrinos, Panagiotis; Suykens, J
Published in:
AAAI Conference on Artificial Intelligence, Issue 2024, 2024, ISBN 1-57735-887-2
Publisher:
AAAI Press
DOI:
10.1609/aaai.v38i10.28949
Author(s):
De Meulemeester, Hannes; Schreurs, Joachim; Fanuel, Michaël; De Moor, Bart; Suykens, Johan A. K.
Published in:
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021
Publisher:
ECML-PKDD 2021
Author(s):
Schreurs, Joachim; Fanuel, M; Suykens, J
Published in:
ICML 2020 Workshop on Negative Dependence and Submodularity for ML, Issue 15, 2020
Publisher:
ICML
Author(s):
Henri De Plaen, Michael Fanuel, Johan A. K. Suykens
Published in:
2020 International Joint Conference on Neural Networks (IJCNN), 2020, Page(s) 1-6, ISBN 978-1-7281-6926-2
Publisher:
IEEE
DOI:
10.1109/ijcnn48605.2020.9207630
Author(s):
Schreurs J., De Meulemeester H., Fanuel M., De Moor B., Suykens J.A.K
Published in:
Conference on Machine Learning, Optimization and Data Science, 2021, ISBN 978-3-030-95469-7
Publisher:
Springer
DOI:
10.1007/978-3-030-95470-3_35
Author(s):
Qinghua Tao, Jun Xu, Johan A.K. Suykens, Shuning Wang
Published in:
2018 IEEE Conference on Decision and Control (CDC), 2018, Page(s) 1482-1487, ISBN 978-1-5386-1395-5
Publisher:
IEEE
DOI:
10.1109/cdc.2018.8619653
Author(s):
Fanghui Liu, Xiaolin Huang, Yingyi Chen, Johan Suykens
Published in:
roceedings of The 24th International Conference on Artificial Intelligence and Statistics, Issue PMLR 130, 2021, Page(s) 388-396
Publisher:
PMLR
Author(s):
Fanghui Liu, Zhenyu Liao, Johan Suykens
Published in:
Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, Issue PMLR 130, 2021, Page(s) 649-657
Publisher:
PMLR
Author(s):
Chen, Yingyi; Tao, Qinghua; Tonin, Francesco; Suykens, Johan A. K.
Published in:
Proc. of NeurIPS 2023, Issue 1, 2023
Publisher:
NeuriPS
DOI:
10.48550/arxiv.2305.19798
Author(s):
De Plaen, Henri; De Plaen, P; Suykens, J; Proesmans, M; Tuytelaars, T; Van Gool, L
Published in:
Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern, Issue 5, 2023, ISSN 1063-6919
Publisher:
IEEE
DOI:
10.1109/cvpr52729.2023.00312
Author(s):
Hannes De Meulemeester, Joachim Schreurs, Michaël Fanuel, Bart De Moor, Johan A. K. Suykens
Published in:
Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part II, Issue 12976, 2021, Page(s) 52-66, ISBN 978-3-030-86519-1
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-86520-7_4
Author(s):
David Winant, Joachim Schreurs, Johan A. K. Suykens
Published in:
Artificial Intelligence and Machine Learning - 31st Benelux AI Conference, BNAIC 2019, and 28th Belgian-Dutch Machine Learning Conference, BENELEARN 2019, Brussels, Belgium, November 6-8, 2019, Revised Selected Papers, Issue 1196, 2020, Page(s) 70-82, ISBN 978-3-030-65153-4
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-65154-1_5
Author(s):
Arun Pandey, Joachim Schreurs, Johan A. K. Suykens
Published in:
Machine Learning, Optimization, and Data Science - 6th International Conference, LOD 2020, Siena, Italy, July 19–23, 2020, Revised Selected Papers, Part I, Issue 12565, 2020, Page(s) 613-624, ISBN 978-3-030-64582-3
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-64583-0_54
Author(s):
J. Schreurs, M. Fanuel, J. A. K. Suykens
Published in:
Artificial Intelligence and Machine Learning - 31st Benelux AI Conference, BNAIC 2019, and 28th Belgian-Dutch Machine Learning Conference, BENELEARN 2019, Brussels, Belgium, November 6-8, 2019, Revised Selected Papers, Issue 1196, 2020, Page(s) 137-151, ISBN 978-3-030-65153-4
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-65154-1_8
Author(s):
Marcin Orchel, Johan A. K. Suykens
Published in:
Machine Learning, Optimization, and Data Science - 6th International Conference, LOD 2020, Siena, Italy, July 19–23, 2020, Revised Selected Papers, Part II, Issue 12566, 2020, Page(s) 481-493, ISBN 978-3-030-64579-3
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-64580-9_40
Author(s):
Lynn Houthuys, Johan A. K. Suykens
Published in:
Artificial Neural Networks and Machine Learning – ICANN 2018 - 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part II, Issue 11140, 2018, Page(s) 205-215, ISBN 978-3-030-01420-9
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-01421-6_21
Author(s):
Zahra Karevan, Lynn Houthuys, Johan A. K. Suykens
Published in:
Artificial Neural Networks and Machine Learning – ICANN 2018 - 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part III, Issue 11141, 2018, Page(s) 489-499, ISBN 978-3-030-01423-0
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-01424-7_48
Author(s):
Marcin Orchel, Johan A. K. Suykens
Published in:
Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Issue 11731, 2019, Page(s) 685-700, ISBN 978-3-030-30492-8
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-30493-5_62
Author(s):
Liu, Jiani; Tao, Qinghua; Zhu, Ce; Liu, Yipeng; Huang, Xiaolin; Suykens, Johan A. K.
Published in:
Technical report, Issue 1, 2023
Publisher:
KU Leuven
DOI:
10.48550/arxiv.2308.16056
Author(s):
Lambert, Alex; Bouche, Dimitri; Szabo, Zoltan; d'Alché-Buc, Florence
Published in:
https://hal.science/hal-03807108, Issue 1, 2022
Publisher:
KU Leuven
DOI:
10.48550/arxiv.2206.08220
Author(s):
Shi, Zhongjie; Fan, Jun; Song, Linhao; Zhou, Ding-Xuan; Suykens, Johan A. K.
Published in:
Internal report, Issue 2, 2024
Publisher:
KU Leuven
DOI:
10.48550/arxiv.2401.02890
Author(s):
Kevin Villalobos, Johan Suykens, Arantza Illarramendi
Published in:
Journal of Intelligent Manufacturing, Issue 32/5, 2021, Page(s) 1323-1344, ISSN 0956-5515
Publisher:
Kluwer Academic Publishers
DOI:
10.1007/s10845-020-01614-w
Author(s):
Pandey, A; De Meulemeester, H; De Moor, Bart; Suykens, J
Published in:
Neurocomputing, Issue 2023; Vol. 554, 2023, ISSN 0925-2312
Publisher:
Elsevier BV
DOI:
10.1016/j.neucom.2023.126639
Author(s):
Peirelinck, Thijs; Kazmi, Hussain Syed; Mbuwir, Brida; Hermans, Chris; Spiessens, Fred; Suykens, Johan; Deconinck, Geert
Published in:
Energy and AI, Issue 2022; Vol. 7, 2022, ISSN 2666-5468
Publisher:
Elsevier
DOI:
10.1016/j.egyai.2021.100126
Author(s):
Qinghua Tao, Jun Xu, Zhen Li, Na Xie, Shuning Wang, Xiaoli Li, Johan A. K. Suykens
Published in:
IEEE Transactions on Neural Networks and Learning Systems, 2021, Page(s) 1-15, ISSN 2162-237X
Publisher:
IEEE Computational Intelligence Society
DOI:
10.1109/tnnls.2021.3079113
Author(s):
Chen, Y; Shen, X; Liu, Y; Tao, Q; Suykens, Johan
Published in:
Pattern Recognition Letters, 2023, ISSN 0167-8655
Publisher:
Elsevier BV
DOI:
10.1016/j.patrec.2022.12.023
Author(s):
Fanghui Liu, Xiaolin Huang, Yudong Chen, Johan A. K. Suykens
Published in:
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, Page(s) 1-1, ISSN 0162-8828
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tpami.2021.3097011
Author(s):
Sundaravelpandian Singaravel, Johan Suykens, Hans Janssen, Philipp Geyer
Published in:
Design Science, Issue 6, 2020, ISSN 2053-4701
Publisher:
DSJ
DOI:
10.1017/dsj.2020.22
Author(s):
Fanuel M., Aspeel A., Delvenne J.C., Suykens J.A.K.,
Published in:
SIAM Journal on Mathematics of Data Science, Issue Article accepted for publication, 2021, ISSN 2577-0187
Publisher:
Society for Industrial and Applied Mathematics
DOI:
10.1137/20m1370653
Author(s):
Michaël Fanuel; Joachim Schreurs; Johan A. K. Suykens
Published in:
Machine Learning;, Issue 2022; Vol. 111; iss. 6, 2022, Page(s) 2213 - 2254, ISSN 0885-6125
Publisher:
Kluwer Academic Publishers
DOI:
10.1007/s10994-022-06165-0
Author(s):
Fanghui Liu, Xiaolin Huang, Yudong Chen, Johan A. K. Suykens
Published in:
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, Page(s) 1-1, ISSN 0162-8828
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tpami.2021.3120183
Author(s):
Fanghui Liu, Lei Shi, Xiaolin Huang, Jie Yang, Johan A. K. Suykens
Published in:
Machine Learning, 2021, ISSN 0885-6125
Publisher:
Kluwer Academic Publishers
DOI:
10.1007/s10994-021-05955-2
Author(s):
Arun Pandey, Joachim Schreurs, Johan A.K. Suykens
Published in:
Neural Networks, Issue 135, 2021, Page(s) 177-191, ISSN 0893-6080
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.neunet.2020.12.010
Author(s):
Fanuel, Michaël; Tyagi, Hemant
Published in:
Information and Inference, Oxford University Press (OUP), 2021, Issue 4, 2021, ISSN 2049-8772
Publisher:
Institute of Mathematics and its Applications
DOI:
10.1093/imaiai/iaab022
Author(s):
Qinghua Tao, Zhen Li, Jun Xu, Na Xie, Shuning Wang, Johan A.K. Suykens
Published in:
Expert Systems with Applications, Issue 168, 2021, Page(s) 114214, ISSN 0957-4174
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.eswa.2020.114214
Author(s):
Fanghui Liu, Xiaolin Huang, Lei Shi, Jie Yang, Johan A. K. Suykens
Published in:
IEEE Transactions on Neural Networks and Learning Systems, Issue 31/8, 2020, Page(s) 2965-2979, ISSN 2162-237X
Publisher:
IEEE Computational Intelligence Society
DOI:
10.1109/tnnls.2019.2934729
Author(s):
Fanghui Liu, Xiaolin Huang, Yudong Chen, Jie Yang, Johan Suykens
Published in:
Proceedings of the AAAI Conference on Artificial Intelligence, Issue 34/04, 2020, Page(s) 4844-4851, ISSN 2374-3468
Publisher:
AAAI Press
DOI:
10.1609/aaai.v34i04.5920
Author(s):
Joachim Schreurs, Iwein Vranckx, Mia Hubert, Johan A. K. Suykens, Peter J. Rousseeuw
Published in:
Statistics and Computing, Issue 31/5, 2021, ISSN 0960-3174
Publisher:
Kluwer Academic Publishers
DOI:
10.1007/s11222-021-10041-7
Author(s):
Francesco Tonin, Panagiotis Patrinos, Johan A.K. Suykens
Published in:
Neural Networks, Issue 142, 2021, Page(s) 661-679, ISSN 0893-6080
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.neunet.2021.07.023
Author(s):
Saverio Salzo, Johan A. K. Suykens
Published in:
Analysis and Applications, Issue 18/01, 2020, Page(s) 149-183, ISSN 0219-5305
Publisher:
World Scientific
DOI:
10.1142/s0219530519410069
Author(s):
M. Fanuel, J.A.K. Suykens
Published in:
Applied and Computational Harmonic Analysis, Issue 47/2, 2019, Page(s) 397-422, ISSN 1063-5203
Publisher:
Academic Press
DOI:
10.1016/j.acha.2017.09.002
Author(s):
Lei Shi, Xiaolin Huang, Yunlong Feng, Johan A.K. Suykens
Published in:
Journal of Machine Learning Research, Issue 20(161), 2019, Page(s) 1-44, ISSN 1532-4435
Publisher:
MIT Press
Author(s):
Carlos M. Alaíz, Michaël Fanuel, Johan A. K. Suykens
Published in:
Data Mining and Knowledge Discovery, Issue 33/1, 2019, Page(s) 230-251, ISSN 1384-5810
Publisher:
Kluwer Academic Publishers
DOI:
10.1007/s10618-018-0603-9
Author(s):
Lynn Houthuys, Rocco Langone, Johan A.K. Suykens
Published in:
Information Fusion, Issue 44, 2018, Page(s) 46-56, ISSN 1566-2535
Publisher:
Elsevier BV
DOI:
10.1016/j.inffus.2017.12.002
Author(s):
Zhongming Chen, Kim Batselier, Johan A. K. Suykens, Ngai Wong
Published in:
IEEE Transactions on Neural Networks and Learning Systems, Issue 29/10, 2018, Page(s) 4621-4632, ISSN 2162-237X
Publisher:
IEEE Computational Intelligence Society
DOI:
10.1109/tnnls.2017.2771264
Author(s):
Yunlong Feng, Jun Fan, Johan A.K. Suykens
Published in:
Journal of Machine Learning Research, Issue 21(2), 2020, Page(s) 1-35, ISSN 1532-4435
Publisher:
MIT Press
Author(s):
Carlos M. Alaíz, Johan A.K. Suykens
Published in:
Neurocomputing, Issue 320, 2018, Page(s) 47-59, ISSN 0925-2312
Publisher:
Elsevier BV
DOI:
10.1016/j.neucom.2018.08.049
Author(s):
Zahra Karevan, Johan A.K. Suykens
Published in:
Neural Networks, Issue 125, 2020, Page(s) 1-9, ISSN 0893-6080
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.neunet.2019.12.030
Author(s):
Sundaravelpandian Singaravel, Johan Suykens, Philipp Geyer
Published in:
Advanced Engineering Informatics, Issue 42, 2019, Page(s) 100982, ISSN 1474-0346
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.aei.2019.100982
Author(s):
Arun, Pandey; Michaël, Fanuel; Joachim, Schreurs; Johan A K, Suykens
Published in:
Neural Computation, Issue Vol. 34; iss. 10; pp. 2009 - 2036, 2022, ISSN 0899-7667
Publisher:
MIT Press
DOI:
10.1162/neco_a_01528
Author(s):
Michael Fanuel, Joachim Schreurs, Johan Suykens
Published in:
SIAM Journal on Mathematics of Data Science, Issue 3/1, 2021, Page(s) 280-297, ISSN 2577-0187
Publisher:
SIAM
DOI:
10.1137/20m1320031
Author(s):
Xin Ma; Mei Xie; Johan A.K. Suykens
Published in:
Elsevier Neurocomputing, Issue 2, 2021, ISSN 0925-2312
Publisher:
Elsevier BV
DOI:
10.1016/j.neucom.2021.05.048
Author(s):
Michaël Fanuel; Joachim Schreurs; Johan A. K. Suykens
Published in:
SIAM journal on Mathematics of Data Science, Issue 1, 2022, ISSN 2577-0187
Publisher:
SIAM
DOI:
10.1137/21m1403977
Author(s):
Tao, Q; Li, L; Huang, X; Wang, S; Suykens, Johan
Published in:
Nature Reviews Methods Primers, Issue 2022; Vol. 2; iss 1, 2022, ISSN 2662-8449
Publisher:
Nature
DOI:
10.1038/s43586-022-00125-7
Author(s):
Yingyi Chen; Shell Xu Hu; Xi Shen; Chunrong Ai; Johan A. K. Suykens
Published in:
Crossref, Issue 5, 2022, ISSN 2162-237X
Publisher:
IEEE Computational Intelligence Society
DOI:
10.48550/arxiv.2206.13140
Author(s):
Michaël Fanuel, Joachim Schreurs, Johan A.K. Suykens
Published in:
SIAM journal on Mathematics of Data Science, Issue 4 (3), 1171-1190, 2022, ISSN 2577-0187
Publisher:
SIAM
DOI:
10.48550/arxiv.2011.06964
Author(s):
Tao, Qinghua; Li, Z; Xu, J; Lin, S; De Schutter, Bart; Suykens, J
Published in:
Ieee Transactions On Intelligent Transportation Systems; 2022, Issue Vol. 23; iss. 9, 2022, ISSN 1524-9050
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tits.2022.3142728
Author(s):
Tonin, F; Tao, Q; Patrinos, Panagiotis; Suykens, J
Published in:
Neural Networks, Issue 2024; Vol. 170; pp. 578 - 595, 2024, ISSN 0893-6080
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.neunet.2023.11.045
Author(s):
Jun Xu, Qinghua Tao, Zhen Li, Xiangming Xi, Johan A.K. Suykens, Shuning Wang
Published in:
Automatica, Issue 116, 2020, Page(s) 108906, ISSN 0005-1098
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.automatica.2020.108906
Author(s):
Lynn Houthuys, Johan A.K. Suykens
Published in:
Information Fusion, Issue 68, 2021, Page(s) 54-66, ISSN 1566-2535
Publisher:
Elsevier BV
DOI:
10.1016/j.inffus.2020.10.022
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