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mixture proportion

4 papers

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Co-occurring keywords · papers mentioning both

data mixing (2) asymmetric noise (1) mixture proportion estimation (1) pretraining data (1) maximal denoising (1) finite sample theory (1) test perplexity (1) model parameter (1) continual training (1) regression model (1)

Papers

Aioli: A Unified Optimization Framework for Language Model Data Mixing ICLR 2025 Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance ICLR 2025 Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms ICML 2024 Classification with Asymmetric Label Noise: Consistency and Maximal Denoising COLT 2013