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Deep learning based matrix completion

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2026 1

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Rank-Constrained Deep Matrix Completion for Group Recommendation

cs.IR · 2026-06-01 · unverdicted · novelty 5.0

Group RC-DMC extends RC-DMC by adding Set-Transformer group aggregation, low-rank regularization via nuclear-norm proximal steps, and a low-rank decoder to improve group-level RMSE on MovieLens and Goodbooks while staying competitive on precision, recall, and F1.

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  • Rank-Constrained Deep Matrix Completion for Group Recommendation cs.IR · 2026-06-01 · unverdicted · none · ref 7

    Group RC-DMC extends RC-DMC by adding Set-Transformer group aggregation, low-rank regularization via nuclear-norm proximal steps, and a low-rank decoder to improve group-level RMSE on MovieLens and Goodbooks while staying competitive on precision, recall, and F1.