0000000000349555

AUTHOR

Rūsinš Freivalds

showing 2 related works from this author

Learning by the Process of Elimination

2002

AbstractElimination of potential hypotheses is a fundamental component of many learning processes. In order to understand the nature of elimination, herein we study the following model of learning recursive functions from examples. On any target function, the learning machine has to eliminate all, save one, possible hypotheses such that the missing one correctly describes the target function. It turns out that this type of learning by the process of elimination (elm-learning, for short) can be stronger, weaker or of the same power as usual Gold style learning.While for usual learning any r.e. class of recursive functions can be learned in all of its numberings, this is no longer true for el…

Computer Science::Machine LearningProcess of eliminationGeneralization0102 computer and information sciences02 engineering and technology01 natural sciencesNumberingComputer Science ApplicationsTheoretical Computer ScienceDecidabilityAlgebraComputational Theory and Mathematics010201 computation theory & mathematicsPhysics::Plasma Physics0202 electrical engineering electronic engineering information engineeringRecursive functions020201 artificial intelligence & image processingEquivalence (formal languages)Information SystemsMathematicsInformation and Computation
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Quantum Computers and Quantum Automata

2000

Quantum computation is a most challenging project involving research both by physicists and computer scientists. The principles of quantum computation differ from the principles of classical computation very much. When quantum computers become available, the public-key cryptography will change radically. It is no exaggeration to assert that building a quantum computer means building a universal code-breaking machine. Quantum finite automata are expected to appear much sooner. They do not generalize deterministic finite automata. Their capabilities are incomparable.

Theoretical computer scienceFinite-state machinebusiness.industryComputationTheoryofComputation_GENERALCryptographyQuantum circuitDeterministic finite automatonRegular languageComputerSystemsOrganization_MISCELLANEOUSQuantum finite automatabusinessMathematicsQuantum computer
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