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Imputation Meets Clustering: Exploiting Latent Subgroup Structure for Missing Data Recovery

arXiv cs.LG · 2026-07-09 Cached

Proposes CAGI, a framework that integrates clustering and generative adversarial networks to improve missing data imputation by exploiting latent subgroup structures, achieving superior performance on benchmark datasets.

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#data-recovery

Copy That Floppy – Cambridge guide for preserving data from fragile floppy disks

Hacker News Top · 2026-07-08 Cached

A guide from Cambridge University for creating disk images of floppy disks for long-term preservation, covering identification, hardware, cleaning, and imaging.

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WARP: Weight-Space Analysis for Recovering Training Data Portfolios

arXiv cs.LG · 2026-07-03 Cached

WARP is a framework that recovers the domain mixture weights of a fine-tuned model from its released weights by generating pseudo-checkpoints via model merging and extracting geometric features. It achieves low mean absolute error on BERT and GPT-2, outperforming membership inference.

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