#Machine learning optimization
Latest news articles tagged with "Machine learning optimization". Follow the timeline of events, related topics, and entities.
Articles (3)
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🇺🇸 AINet: Anchor Instances Learning for Regional Heterogeneity in Whole Slide Image
[USA]
arXiv:2602.20187v1 Announce Type: cross Abstract: Recent advances in multi-instance learning (MIL) have witnessed impressive performance in whole slide image (WSI) analysis. However, the inherent spa...
Related: #Medical imaging, #Artificial intelligence -
🇺🇸 On Surprising Effectiveness of Masking Updates in Adaptive Optimizers
[USA]
arXiv:2602.15322v1 Announce Type: cross Abstract: Training large language models (LLMs) relies almost exclusively on dense adaptive optimizers with increasingly sophisticated preconditioners. We chal...
Related: #Large language model training, #Adaptive optimizers, #Regularization techniques, #Curvature-aware algorithms -
🇺🇸 Efficient Semi-Supervised Adversarial Training via Latent Clustering-Based Data Reduction
[USA]
arXiv:2501.10466v3 Announce Type: replace-cross Abstract: Learning robust models under adversarial settings is widely recognized as requiring a considerably large number of training samples. Recent w...
Related: #Adversarial robustness, #Semi‑supervised learning, #Data efficiency