Ongoing Research Projects at XenReZ
ZenGrad: A Novel Gradient Descent Algorithm
- Developed a novel optimization algorithm, "ZenGrad," aimed at enhancing convergence rates and reducing training time in deep learning models.
- Demonstrated the robustness of ZenGrad across diverse datasets, outperforming traditional optimizers.
Logarithmic Linear Units (LogLUs): Activation Function
- Introduced a new activation function to train deep neural networks for obtaining a generalized model.
- Enhanced operational efficiency across diverse datasets, surpassing the performance of existing activation functions.
Small Molecule Drug-Target Interactions
- Conducting research on drug-target interactions with innovative approaches to improve drug discovery and efficiency.
Applications in the Medical Field
- Implementing innovative methodologies to enhance medical applications and healthcare solutions.