Efficient Pairwise Difference Learning: A Comparative Study of Encoding Strategies and Training Pair Selection

arXiv:2610.21644 · cs.LG, cs.AI · Submitted 2026-10-15 · Read on arXiv

cs.LG, cs.AI

Submitted: 2026-10-15

Updated: 2026-10-15

Comments: 13 pages. Preprint (version submitted before peer review) of the paper published in WorldCIST 2026, LNNS vol. 2092, Springer

Journal ref: Recent Trends and Challenges in Information Systems and Technologies (WorldCIST 2026), Lecture Notes in Networks and Systems, vol. 2092, pp. 366-378, Springer (2026)

DOI: 10.1007/978-3-032-32023-0_31

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

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