Track

Fall

Winter

Spring

Mathematics

Linear Algebra & Applied Operator Theory
 ACM 104/CDS 201 (Beck, Murray, Owhadi)
 Vector spaces, including Banach and Hilbert spaces
 Linear operators, dual spaces, decompositions
Introduction to Optimization
 ACM 113 (Doyle, Owhadi, Tropp)
 Convex analysis
 Linear programming/duality




Introduction to Stochastic Processes and Modeling
 ACM/EE 116 (Hassibi, Owhadi, Tropp)
 Probability spaces, conditional probability, random processes
 ~100 students/year from across the Institute

Markov Chains, Discrete Stochastic Processes and Applications

Stochastic Inference
 ACM 218 (Chandrasekaran)
 CDS 150 (Beck)


Robust Control

Modern Control Theory
 CDS 212 (Doyle, Low, Murray)
 Dynamics and stability in discrete and continuous time
 Uncertainty and robustness
 Fundamental limits: Bode, Shannon, Bode/Shannon

Algorithmic Game Theory


