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universal learning

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learning curve (3) label query (2) learning rate (2) pac learning (2) mixture of expert (1) misclassification probability (1) large language model (1) domain-specific learning (1) unbounded loss (1) distribution dependent (1)

Papers

MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning EMNLP 2024 Universal Rates for Active Learning NeurIPS 2024 Universal Rates of Empirical Risk Minimization NeurIPS 2024 Universal Online Learning with Unbounded Losses: Memory Is All You Need ALT 2022 Universal Rates for Interactive Learning NeurIPS 2022