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Emergent Complexity over Symbolic Simplicity: Inductive Bias and Structural Failure in GANs.

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Title: Emergent Complexity over Symbolic Simplicity: Inductive Bias and Structural Failure in GANs.
Authors: Buzea, Călin Gheorghe1,2 (AUTHOR), Nedeff, Florin2,3 (AUTHOR), Mirila, Diana3 (AUTHOR) miriladiana@ub.ro, Nedeff, Valentin3,4 (AUTHOR), Rusu, Oana4,5 (AUTHOR), Dobreci, Lucian5,6 (AUTHOR), Agop, Maricel3,6,7 (AUTHOR), Vasincu, Decebal1,7 (AUTHOR)
Source: Fractal & Fractional. Feb2026, Vol. 10 Issue 2, p133. 20p.
Database: Academic Search Ultimate
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An: 192039742
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  Data: Emergent Complexity over Symbolic Simplicity: Inductive Bias and Structural Failure in GANs.
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  Data: <searchLink fieldCode="AR" term="%22Buzea%2C+Călin+Gheorghe%22">Buzea, Călin Gheorghe</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Nedeff%2C+Florin%22">Nedeff, Florin</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Mirila%2C+Diana%22">Mirila, Diana</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> miriladiana@ub.ro</i><br /><searchLink fieldCode="AR" term="%22Nedeff%2C+Valentin%22">Nedeff, Valentin</searchLink><relatesTo>3,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Rusu%2C+Oana%22">Rusu, Oana</searchLink><relatesTo>4,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Dobreci%2C+Lucian%22">Dobreci, Lucian</searchLink><relatesTo>5,6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Agop%2C+Maricel%22">Agop, Maricel</searchLink><relatesTo>3,6,7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Vasincu%2C+Decebal%22">Vasincu, Decebal</searchLink><relatesTo>1,7</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Fractal+%26+Fractional%22">Fractal & Fractional</searchLink>. Feb2026, Vol. 10 Issue 2, p133. 20p.
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        Value: 10.3390/fractalfract10020133
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        Text: English
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      – TitleFull: Emergent Complexity over Symbolic Simplicity: Inductive Bias and Structural Failure in GANs.
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              Text: Feb2026
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