Lectures in course PHYS-512: Statistical physics of computation

Explores data compression through signal sparsity, questioning the need for recording vast amounts of data.

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

Explores spatial coupling in inference, combining interactions to enhance algorithm performance in solving complex problems.