Nesterov's method

Nesterov's method is an optimization technique used to find the best solution faster when solving complex problems, like training machine learning models. It improves upon traditional methods by anticipating future steps, effectively “looking ahead” to adjust its direction sooner. This predictive approach allows it to make more accurate updates, reducing the number of steps needed to reach the optimal solution. Think of it like a seasoned hiker who not only follows the trail but also anticipates upcoming terrain, adjusting their path proactively for a quicker, smoother journey.