GrowNet: Gradient Boosting Neural Networks | AISC

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Canada LLMs Explained - Aggregate Intellect - AI.SCIENCE
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Published on ● Video Link: https://www.youtube.com/watch?v=0tX2wu0zy3U


Duration: 41:11
1,435 views
36

Speaker(s): Sarkhan Badirli, Zhengming Xing

Facilitator(s): Nour Fahmy


Find the recording, slides, and more info at https://ai.science/e/grow-net-gradient-boosting-neural-networks--xodPNCSAHMOmPJoj3GjE


Motivation / Abstract
Sarkhan will demonstrate how to build a DNN using gradient boosting shallow networks, and how to outperform other SOTA models in computation time and accuracy.


What was discussed?
- What happens geometrically when augmenting data with a previous network's penultimate layer?
- How do we prevent mutual information?
- Comparison of Grownet vs popular DNNs




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