Ranasinghe, Damith C.

3 publications

AAAI 2025 Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks Bao Gia Doan, Afshar Shamsi, Xiao-Yu Guo, Arash Mohammadi, Hamid Alinejad-Rokny, Dino Sejdinovic, Damien Teney, Damith C. Ranasinghe, Ehsan Abbasnejad

AAAI 2023 Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness Bao Gia Doan, Shuiqiao Yang, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe

ICML 2022 Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense Bao Gia Doan, Ehsan M. Abbasnejad, Javen Qinfeng Shi, Damith C. Ranasinghe