Arora. Thinking Like a Theorist. Princeton
It covers a large number of the math/CS topics that you need to know for reading and doing research in Computer Science Theory.
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- 2026-10-10
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Arora. A Theorist's Toolkit. Princeton cs.princeton.edu
Aimed primarily at first and second year graduate students who plan to do research in theoretical computer science. We will introduce probabilistic, algebraic, combinatorial, and algorithmic methods useful in proofs.
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Arora. The Computational Universe cs.princeton.edu
Takes us on a broad sweep of scientific knowledge and related technologies: propositional logic of the ancient Greeks (microprocessors); quantum mechanics (silicon chips); network and system phenomena (internet and search engines); computational intractability (secure…
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O'Donnell. A Theorist's Toolkit. CMU cs.cmu.edu
It covers a large number of the math/CS topics that you need to know for reading and doing research in Computer Science Theory.
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Zhou. A Theorist's Toolkit. Illinois yuanz.web.illinois.edu
It covers a large number of the math/CS topics that you need to know for reading and doing research in Computer Science Theory.
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Arora. Advanced Algorithm Design cs.princeton.edu
Notably uses ideas such as randomness, approximation, high dimensional geometry. Faces uncertainty, approaches to handle big data, handling intractability, heuristic approaches, ..etc.
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O'Donnell. CS Theory Toolkit youtube.com
It covers a large number of the math/CS topics that you need to know for reading and doing research in Computer Science Theory - alternatively: bilibili
Theoretical Computer Science › TCS Toolkit > Lecture Notes: “It covers a large number of the math/CS topics that you need to know for reading and doing research in Computer Science Theory.”