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Abstract. We construct a modified perceptron algorithm that is deter- ministic, polynomial and also as fast as previous known algo- rithms.
We construct a modified perceptron algorithm that is deterministic, polynomial and also as fast as previous known algorithms.
Dec 6, 2013 · We construct a modifed perceptron algorithm that is deterministic, polynomial and also as fast as previous known algorithms. The algorithm runs ...
Abstract. The perceptron algorithm is a simple iterative procedure for finding a point in a convex cone F. At each iteration, the algorithm only involves a ...
The perceptron algorithm is a simple technique for trying to find a linear classifier that separates a data set. Let's start with a binary classification ...
Definition 1 An algorithm A is said to learn C in the mistake bound model if for any concept c ∈ C, and for any ordering of examples consistent with c, the ...
Think of a perceptron algorithm. If we slightly perturb the decision boundary by an infinitesimal translation, we will get an infinite number of hypotheses, ...
A modified version of the perceptron algorithm is proposed that retains the algorithm's original simplicity but has a substantially improved convergence ...
A Deterministic and Polynomial Modified Perceptron Algorithm Olof Barr, 09.12.2005, pp.254-267. Data Encrypting. DDP-Based Ciphers: Differential Analysis of ...
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https://dblp.org/rec/journals/csjm/Barr05. Olof Barr: A Deterministic and Polynomial Modified Perceptron Algorithm. Comput. Sci. J. Moldova 13(3): 254-267 ...