CS Professor: 3D Loss Landscape Visualizations Mislead Optimization Intuition

A CS professor argues that visualizing loss landscapes in 3D is misleading when teaching gradient descent, and that low-dimensional intuition has historically fueled unfounded doubts about gradient optimization.

2026-10-26 ~ 2026-10-26 · 2 related posts

• CS Professor: 3D Loss Landscape Visualizations Mislead Intuition on Local Minima in High-Dimensional Optimization — CSProfKGD · 2026-10-26
• CS professor: 3D loss landscape visualizations mislead, fueling old local-minima fears — CSProfKGD · 2026-10-26