Lectures related to The Limitations of Registers

Covers mathematical methods for information recovery in a main land.

Covers classical and quantum computational complexity concepts and implications.

Explores the Master method, the Maximum Subarray Problem, and optimal solution structures.

Explores gradient descent with memory, momentum methods, conjugate gradients, and nonlinear CG on manifolds.

Introduces the CS-250 Algorithms course, covering its structure, objectives, and key topics in algorithmic problem-solving.

Introduces algorithms as problem-solving procedures, covering complexity, correctness, and implementation in various languages.

Covers optimization algorithms, focusing on Proximal Gradient Descent and its variations.