| Track
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Fall
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Winter
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Spring
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Mathematics
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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
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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
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Markov Chains, Discrete Stochastic Processes and Applications
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Stochastic Inference
- ACM 218 (Chandrasekaran)
- CDS 150 (Beck)
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Dynamical Systems
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CDS 140a -
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Robust Control
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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
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Algorithmic Game Theory
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