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Principle of matrix and tensor factorization techniques and their optimization in sketching, compression and tensor completion; Submissions should be 4-7 pages extensive, excluding references, and observe AAAI 2025 template. Submissions are double-blind and author id should not be unveiled towards the reviewers. An optional appendix of arbitrary