Conference Papers

2026

Robust Broad Learning System with Wave Loss for Classification under Data Uncertainty

M. Akhtar, A. Varshney, A. Quadir, A. Rahaman, M. Arshad, M. Tanveer

IEEE World Congress on Computational Intelligence (WCCI), Accepted (2026)

Metric-Enhanced Hybrid Kernel Probabilistic Neural Networks for Robust Classification

A. Varshney, M. Akhtar, M. Arshad, M. Tanveer

IEEE World Congress on Computational Intelligence (WCCI), Accepted (2026)

Residual-Guided Randomized Neural Networks

M. Akhtar, M. Tanveer, M. Arshad

IEEE World Congress on Computational Intelligence (WCCI), Accepted (2026)

CAWI: Copula-Aligned Weight Initialization for Randomized Neural Networks

M. Akhtar, M. Tanveer, M. Arshad

AISTATS 2026: Twenty-Ninth Annual Conference on Artificial Intelligence and Statistics, Tangier, Morocco, Accepted (May 2–5, 2026)

2024

GL-TSVM: A Robust and Smooth Twin Support Vector Machine with Guardian Loss Function

M. Akhtar, M. Tanveer, M. Arshad

International Conference on Pattern Recognition (ICPR), Springer Nature Switzerland, pp. 63–78 (Dec. 2024)

Advancing RVFL Networks: Robust Classification with the HawkEye Loss Function

M. Akhtar, R. Mishra, M. Tanveer, M. Arshad

31st International Conference on Neural Information Processing (ICONIP), Dec. 2024