Order parameters and phase transitions of continual learning in deep neural networks.
CoRR, 2024
"Hiding in the Crowd?" In Pursuit of Perceived Anonymity through a Uniform Visual Presentation on Algorithm-driven Social Media Platforms.
Proceedings of the 28th Pacific Asia Conference on Information Systems, 2024
Uncovering the Ripple Effect of Cyberbullying Victimisation on Social Media.
Proceedings of the 45th International Conference on Information Systems, 2024
Connecting NTK and NNGP: A Unified Theoretical Framework for Neural Network Learning Dynamics in the Kernel Regime.
CoRR, 2023
Leveraging Collective Social Capital and Team Diversity to Promote Online Medical Team Performance.
Proceedings of the 27th Pacific Asia Conference on Information Systems, 2023
Identifying Urban Wetlands through Remote Sensing Scene Classification Using Deep Learning: A Case Study of Shenzhen, China.
ISPRS Int. J. Geo Inf., 2022
Globally Gated Deep Linear Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Empowering Mental Health Care Technology in Low- and Middle-Income Countries: Establishing Ethical Development Guidelines.
Proceedings of the Australasian Conference on Information Systems, 2022
Analyzing Head Pose in Remotely Collected Videos of People with Parkinson's Disease.
ACM Trans. Comput. Heal., 2021
Short-Term Plasticity Regulates Both Divisive Normalization and Adaptive Responses in Drosophila Olfactory System.
Frontiers Comput. Neurosci., 2021
Non-Foster Matching Circuit Synthesis Using Artificial Neural Networks.
Proceedings of the IEEE Radio and Wireless Symposium, 2021
Statistical Mechanics of Deep Linear Neural Networks: The Back-Propagating Renormalization Group.
CoRR, 2020
Minimax Dynamics of Optimally Balanced Spiking Networks of Excitatory and Inhibitory Neurons.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020