Lectures related to Least Mean Squares with Features

Explores the inefficiencies of the incorrect method for polynomial interpolation.

Covers the basics of computational complexity, including big O notation and complexity classes.

Explores division of labor in natural systems, multi-robot coordination, and the challenges of uncertainty in market-based algorithms.

By Prof. Volkan Cevher delves into the mathematics of deep learning, exploring model complexity, risk trade-offs, and the generalization mystery.

Covers direct methods for solving linear equations and computation complexity of substitution.