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In a paper published today in the science journal Nature, DeepMind asserts that AlphaDev’s newly discovered algorithm achieves a 70% increase in efficiency for sorting short sequences of ...
Computer science is foundational to learning about artificial intelligence, including thinking critically about AI’s ethics and impacts, data and algorithms, and equipping students to use ...
Subscribe Now Will deep learning really live up to its promise? We don’t actually know. But if it’s going to, it will have to assimilate how classical computer science algorithms work.
Computer science fundamentals and programming: Data structures (stacks, queues, multi-dimensional arrays, trees, graphs), algorithms (searching, sorting, optimization, dynamic programming ...
Undergraduates learn fundamental concepts of the discipline and to become proficient in the use of advanced computer systems. The plan provides opportunities for study in software systems, algorithms ...
One might imagine a past leader in computer science such as Donald Knuth exclaiming, “Algorithms should be deterministic.” That is, given any input, the output should be exact and known.
So: algorithm, artificial intelligence, machine learning, neural networks. In popular cant, these refer to the same thing: computer programs that learn.
Scientists have different ideas of how to prevent that Traditional computer algorithms tend to show bias in favor of men when they use entrance exam scores to predict a student’s college grades.
1981 — Gerald Dejong introduces the concept of Explanation Based Learning (EBL), in which a computer analyses training data and creates a general rule it can follow by discarding unimportant data.
Many algorithms try to mimic human learning processes, and in certain circumstances they operate more efficiently and effectively. “For simple rule-based tasks, algorithms can outdo humansanytime, ...