no code implementations • 18 Jun 2023 • Depeng Li, Tianqi Wang, Bingrong Xu, Kenji Kawaguchi, Zhigang Zeng, Ponnuthurai Nagaratnam Suganthan
Continual learning can incrementally absorb new concepts without interfering with previously learned knowledge.
1 code implementation • 17 Mar 2023 • Behrouz Ahadzadeh, Moloud Abdar, Fatemeh Safara, Abbas Khosravi, Mohammad Bagher Menhaj, Ponnuthurai Nagaratnam Suganthan
The results obtained indicate that the two proposed algorithms significantly outperform the other algorithms, and can be used as efficient and effective algorithms in selecting features from high-dimensional datasets.
no code implementations • 15 Jan 2022 • Qiushi Shi, Ponnuthurai Nagaratnam Suganthan, Rakesh Katuwal
This re-normalization method can help the network avoid divergence of the hidden features.
1 code implementation • CVPR 2017 • Le Zhang, Jagannadan Varadarajan, Ponnuthurai Nagaratnam Suganthan, Narendra Ahuja, Pierre Moulin
Unlike conventional orthogonal decision trees that use a single feature and heuristic measures to obtain a split at each node, we propose to use a more powerful proximal SVM to obtain oblique hyperplanes to capture the geometric structure of the data better.