E-LIB Suche - Ergebnisse für: Suykens, Johan A.K.

1

Tensor-based multi-view spectral clustering via shared late..:

Tao, Qinghua ; Tonin, Francesco ; Patrinos, Panagiotis.
Information Fusion. 108 (2024) - p. 102405 , 2024

2

Compressing Features for Learning With Noisy Labels:

Chen, Yingyi ; Hu, Shell Xu ; Shen, Xi..
IEEE Transactions on Neural Networks and Learning Systems. 35 (2024) 2 - p. 2124-2138 , 2024

Link: https://doi.org/10.1109/..

3

Deep Kernel Principal Component Analysis for multi-level fe..:

Tonin, Francesco ; Tao, Qinghua ; Patrinos, Panagiotis.
Neural Networks. 170 (2024) - p. 578-595 , 2024

Link: https://doi.org/10.1016/..

4

Learning With Asymmetric Kernels: Least Squares and Feature..:

He, Mingzhen ; He, Fan ; Shi, Lei..
IEEE Transactions on Pattern Analysis and Machine Intelligence. 45 (2023) 8 - p. 10044-10054 , 2023

Link: https://doi.org/10.1109/..

5

Jigsaw-ViT: Learning jigsaw puzzles in vision transformer:

Chen, Yingyi ; Shen, Xi ; Liu, Yahui..
Pattern Recognition Letters. 166 (2023) - p. 53-60 , 2023

Link: https://doi.org/10.1016/..

6

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/..

7

Multi-view kernel PCA for time series forecasting:

Pandey, Arun ; De Meulemeester, Hannes ; De Moor, Bart.
Neurocomputing. 554 (2023) - p. 126639 , 2023

Link: https://doi.org/10.1016/..

8

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/..

9

Island Transpeciation: A Co-Evolutionary Neural Architectur..:

Theodorakos, Konstantinos ; Mauricio Agudelo, Oscar ; Schreurs, Joachim..
IEEE Transactions on Evolutionary Computation. 27 (2023) 4 - p. 878-892 , 2023

Link: https://doi.org/10.1109/..

10

Nyström landmark sampling and regularized Christoffel funct..:

Fanuel, Michaël ; Schreurs, Joachim ; Suykens, Johan A. K.
Machine Learning. 111 (2022) 6 - p. 2213-2254 , 2022

Link: https://doi.org/10.1007/..

11

Short-Term Traffic Flow Prediction Based on the Efficient H..:

Tao, Qinghua ; Li, Zhen ; Xu, Jun...
IEEE Transactions on Intelligent Transportation Systems. 23 (2022) 9 - p. 15616-15628 , 2022

Link: https://doi.org/10.1109/..

12

Determinantal Point Processes Implicitly Regularize Semipar..:

Fanuel, Michaël ; Schreurs, Joachim ; Suykens, Johan A. K.
SIAM Journal on Mathematics of Data Science. 4 (2022) 3 - p. 1171-1190 , 2022

Link: https://doi.org/10.1137/..

13

Positive Semi-definite Embedding for Dimensionality Reducti..:

Fanuel, Michaël ; Aspeel, Antoine ; Delvenne, Jean-Charles.
SIAM Journal on Mathematics of Data Science. 4 (2022) 1 - p. 153-178 , 2022

Link: https://doi.org/10.1137/..

14

Towards a Unified Quadrature Framework for Large-Scale Kern..:

Liu, Fanghui ; Huang, Xiaolin ; Chen, Yudong.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 44 (2022) 11 - p. 7975-7988 , 2022

Link: https://doi.org/10.1109/..

15

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/..