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cs.LG2026
Scaling Laws for Grid-Based Approximate Nearest Neighbor Search in High Dimensions
Matthew J Liu, Wei Hang Zheng, Vidhan Purohit +4
Grid-based approaches to approximate nearest neighbor (ANN) search have been absent from modern scaling analyses. We present a systematic characterization of a multiprobe grid algo…
cs.LG2026
COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling
Noah Flynn
Large language models (LLMs) often exhibit performance disparities across languages, with naive multilingual fine-tuning frequently degrading performance due to negative cross-ling…