- Advantages of Weighted Averaging in Ensemble Models14 min
Ensemble models combine multiple base models to improve prediction accuracy and robustness. A weighted average is a powerful technique used in ensemble...
- Comparing Classic Time Series Models vs. LLMs9 min
Time series forecasting is a crucial technique in data science, used to predict future values based on historical data. This presentation compares classic...
- MagMax Leveraging Model Merging for Continual Learning8 min
MagMax is a novel approach to continual learning that leverages model merging techniques. It aims to address the challenge of catastrophic forgetting in...