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6.5 - 6.8 algorithms, algorithms, algorithms recall that an algorithm is a set of procedures or rules that, when followed, lead to a solution to a particular problem.

1 efficiency of algorithms algorithms computational resources: time and space best, worst and average case performance how to compare algorithms: machine-independent

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slide 1 cse 780 algorithms advanced algorithms graph algorithms representations bfs slide 2 cse 780 algorithms objectives at the end of this lecture, students should be able

machine learning from big datasets randomized algorithms graph algorithms william cohen outline randomized methods sgd with the hash trick (review) other randomized algorithms

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references 781 conference on hybrid intelligent systems, 2007. doi:10.1109/his.2007.11. in pro- ceedings [1170]. online available at http://www.it-weise.de/documents/files/

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