Dynamics of Gradient-Based Learning and Applications to Hyperparameter Estimation

Model Fusion-Based Batch Learning with Application to Oil Spills Detection

“…For example, Vural et al [6] developed a batch classifier with different algorithms: probabilistic analysis and mathematical programming, and applied the developed batch classifier to medical domain: to classify the medical images such as CT scan and MRI image. Similarly, some other research also focused on developing a global model for batch learning [4,5]. In this work we propose a model fusion-based method by respecting the nature of batched data and developing model for each individual batch.…”