TCS covers a wide variety of topics including algorithms, data structures, computational complexity, parallel and distributed computation, probabilistic computation, quantum computation, automata theory, information theory, cryptography, program semantics and verification, algorithmic game theory, machine learning, ...
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Nov 5, 2021 · Then you're free to explore basically anything you want in CS Theory: automata, complexity theory, cryptography, randomized algorithms, ...
Course Description · Spectral Graph Theory · Convex Geometry · Multiplicative Weights · Iterative Methods for Linear Algebra · Lattices and Basis Reduction · LP ...
Jun 7, 2017 · Some suggested "paramount" topics · Algorithmic Game Theory · Theoretical Machine Learning and theory of Deep Learning · Streaming Algorithms · Sum ...
Apr 6, 2019 · Typical areas also include computation and foundational aspects of machine learning, economics, fairness, privacy, networks, data management, physics, ...
We investigate theoretical foundations of applied areas including artificial intelligence (AI), machine learning (ML), and databases (DB).
Topics · Engineering · Computer Science · Algorithms and Data Structures · Theory of Computation · Mathematics · Applied Mathematics · Linear Algebra · Topology ...
Dec 11, 2012 · Algorithmic Complexity · Quantum Computing · Cryptography · Machine Learning Theory · Computational Geometry · Distributed Computing · Algorithmic ...
Great ideas in theoretical computer science | Hacker News. This class is great because it introduces a lot of concepts but most importantly really sharpens ...
Among others, it will contain papers dealing with the theoretical issues in evolutionary computing, neural networks, molecular computing, and quantum computing.
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