Huseby is a surname. Notable people with the surname include:
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Dagfin Huseby (1922–2010), Norwegian wrestler
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Gunnar Huseby (1923–1995), Icelandic track and field athlete
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Magnar G. Huseby (1928–2011), Norwegian engineer and politician
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Olaf Huseby (1856–1942), Norwegian-American bookseller and publisher
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