CDS course discussion, Apr 2014: Difference between revisions

Revision as of 15:06, 11 April 2014

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
Stochastic systems	Introduction to Stochastic Processes and Modeling ACM/EE 116 (Hassibi, Owhadi, Tropp)	Markov Chains, Discrete Stochastic Processes and Applications ACM 216 (Owhadi, Tropp)	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 CS/Ec 241

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+===== Mathematics =====
-===== Optimization and linear algebra =====
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 '''Linear Algebra & Applied Operator Theory'''
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 * Vector spaces, including Banach and Hilbert spaces
 * Linear operators, dual spaces, decompositions
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+<br>
 '''Introduction to Optimization'''
 * ACM 113 (Doyle, Owhadi, Tropp)
 * Convex analysis
 * Linear programming/duality
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 ===== [[Stochastic systems courses|Stochastic systems]] =====
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 * ACM/EE 116 (Hassibi, Owhadi, Tropp)
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 '''Markov Chains, Discrete Stochastic Processes and Applications'''
 * ACM 216 (Owhadi, Tropp)
+|
+'''Stochastic Inference'''
+* ACM 218 (Chandrasekaran)
+* CDS 150 (Beck)
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