David Li-Bland's Blog - Saddle Points and Stochastic Gradient Descent
Intro to optimization in deep learning: Gradient Descent
Escaping from Saddle Points – Off the convex path
Gradient Descent converging to a Saddle Point | Beni Bogoşel's blog
Escaping from Saddle Points – Off the convex path
Figure 2 from Gradient Descent Can Take Exponential Time to Escape Saddle Points | Semantic Scholar
What is Gradient Descent? | IBM
The journey of Gradient Descent — From Local to Global | by Pradyumna Yadav | Analytics Vidhya | Medium
Animated-Gradient-Descent - File Exchange - MATLAB Central
Can SGD avoid getting stuck in saddle points? - Quora
Gradient Descent in Machine Learning - Javatpoint
KiKaBeN - Gradient Descent Optimizers
Gradient descent explained in simple way | by Sweta | Medium
Gabriel Peyré on X: "Gradient descent is inefficient to find saddle point (Nash equilibrium) for min-max games, because of spiralling behaviour. Beware when training your GANs … https://t.co/KKKGQ4q9JA https://t.co/xjgLuUHPMU https://t.co/hYYH0xWUXP" / X
Intro to optimization in deep learning: Gradient Descent
optimization
![4. Beyond Gradient Descent - Fundamentals of Deep Learning [Book]](https://www.oreilly.com/api/v2/epubs/9781491925607/files/assets/fodl_0405.png "4. Beyond Gradient Descent - Fundamentals of Deep Learning [Book]")
4. Beyond Gradient Descent - Fundamentals of Deep Learning [Book]
How to Escape Saddle Points Efficiently – The Berkeley Artificial Intelligence Research Blog
optimization - Oscillating around the saddle point in gradient descent? - Artificial Intelligence Stack Exchange
David Li-Bland's Blog - Saddle Points and Stochastic Gradient Descent
Efficient approaches for escaping higher order saddle points in non-convex optimization - YouTube
Gradient Descent converging to a Saddle Point | Beni Bogoşel's blog
Frontiers | Noise Helps Optimization Escape From Saddle Points in the Synaptic Plasticity
