2 papers
cs.LG2023
Negotiated Representations to Prevent Forgetting in Machine Learning Applications
Nuri Korhan, Ceren Öner
Catastrophic forgetting is a significant challenge in the field of machine learning, particularly in neural networks. When a neural network learns to perform well on a new task, it…
cs.LG2023
Negotiated Representations to Prevent Overfitting in Machine Learning Applications
Nuri Korhan, Samet Bayram
Overfitting is a phenomenon that occurs when a machine learning model is trained for too long and focused too much on the exact fitness of the training samples to the provided trai…