Bed Bath & Beyond said it does not "comment on speculation of this nature" and reiterated a previous statement that it was exploring multiple paths.
Sycamore Partners declined to comment.
Shares of Bed Bath & Beyond were down about 4% at $5.02 in morning trading amid weakness in the broader market.
The Union, New Jersey-based company had earlier considered selling its buybuy Baby stores after shareholder pressure, but held off on hopes it could fetch a higher price later, Reuters reported.
The company's buybuy Baby chain, which sells products for infants and toddlers, helped Bed Bath & Beyond obtain a loan worth $375 million last year.
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