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Detailed in a paper published in the journal Science the essence of Bayesian Program Learning, or BPL, is to attempt mimicry of the human learning process. Quite simply, the software will observe ...
The scientists built an algorithm with an approach called Bayesian program learning, or BPL, a probability-based program that is resilient to a certain amount of deviation.
They make use of an algorithm that takes advantage of “ Bayesian Program Learning,” or BPL. This is when a computer creates its own additional examples after being fed data, and then ...
Gamalon calls the technique it employed Bayesian program synthesis. It is based on a mathematical framework named after 18 th century mathematician Thomas Bayes.
The company's secret sauce is a technique it's calling the "Bayesian Program Synthesis," which deals in the realm of probabilities. The technique writes its own code that best explains the data in ...
Gamalon uses a technique that it calls Bayesian program synthesis to build algorithms capable of learning from fewer examples. Bayesian probability, named after the 18th century mathematician ...
Researchers say they've developed an algorithm that can teach a new concept to a computer using just one example rather than thousands.
The researchers call this Bayesian Program Learning, and by showing the algorithm how a character is constructed, it then understands the different parts of each letter.
This Review provides an introduction to this framework, and discusses some of the state-of-the-art advances in the field, namely, probabilistic programming, Bayesian optimization, data compression ...