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Probabilistic and Frequency Finite- State Transducers Kaspars Balodis Anda Berina Gleb Borovitsky Rusins Freivalds Ginta Garkaje Vladimirs Kacs Janis Kalejs Ilja Kucevalovs Janis Rocans Madars Virza

Probabilistic and Frequency Finite-State Transducers Kaspars Balodis Anda Berina Gleb Borovitsky Rusins Freivalds Ginta Garkaje Vladimirs Kacs Janis Kalejs

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Page 1: Probabilistic and Frequency Finite-State Transducers Kaspars Balodis Anda Berina Gleb Borovitsky Rusins Freivalds Ginta Garkaje Vladimirs Kacs Janis Kalejs

Probabilistic and Frequency Finite-State

Transducers

Kaspars BalodisAnda Berina

Gleb BorovitskyRusins Freivalds

Ginta GarkajeVladimirs Kacs

Janis KalejsIlja Kucevalovs

Janis RocansMadars Virza

Page 2: Probabilistic and Frequency Finite-State Transducers Kaspars Balodis Anda Berina Gleb Borovitsky Rusins Freivalds Ginta Garkaje Vladimirs Kacs Janis Kalejs

Probabilistic transducers

We explore so-called Las Vegas transducers, which give a false answer with probability 0,

and prove theorems, such as if any Las Vegas transducer can compute a relation with probability greater than ½, then this relation can be computed with a deterministic transducer.

Page 3: Probabilistic and Frequency Finite-State Transducers Kaspars Balodis Anda Berina Gleb Borovitsky Rusins Freivalds Ginta Garkaje Vladimirs Kacs Janis Kalejs

Deterministic transducers with help symbols

We observe deterministic transducers where one or more added help symbols are viewable at any time during the computation of a relation,

and compare these with Las Vegas transducers, proving that, for example, if you need n help symbols to compute a relation, a Las Vegas transducer can compute this relation with probability 1/n,

Page 4: Probabilistic and Frequency Finite-State Transducers Kaspars Balodis Anda Berina Gleb Borovitsky Rusins Freivalds Ginta Garkaje Vladimirs Kacs Janis Kalejs

Frequency transducers

A frequency transducer is a transducer, which has n input tapes with unique inputs and n output tapes, that (m,n)-calculates a relation on all the tapes in a way, that at least m out of the n output tapes produce a correct result.

Page 5: Probabilistic and Frequency Finite-State Transducers Kaspars Balodis Anda Berina Gleb Borovitsky Rusins Freivalds Ginta Garkaje Vladimirs Kacs Janis Kalejs

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