{"ID":2836790,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2511.19999","arxiv_id":"2511.19999","title":"Popularity Bias Alignment Estimates","abstract":"We are extending Popularity Bias Memorization theorem from arXiv:archive/2404.12008 in several directions. We extend it to arbitrary degree distributions and also prove both upper and lower estimates for the alignment with top-k singular hyperspace.","short_abstract":"We are extending Popularity Bias Memorization theorem from arXiv:archive/2404.12008 in several directions. We extend it to arbitrary degree distributions and also prove both upper and lower estimates for the alignment with top-k singular hyperspace.","url_abs":"https://arxiv.org/abs/2511.19999","url_pdf":"https://arxiv.org/pdf/2511.19999v1","authors":"[\"Anton Lyubinin\"]","published":"2025-11-25T07:07:36Z","proceeding":"cs.IR","tasks":"[\"cs.IR\",\"cs.AI\",\"stat.ML\"]","methods":"[]","has_code":false}