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representation complexity

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Co-occurring keywords · papers mentioning both

clean generalization (1) relu net (1) policy-based reinforcement learning (1) value-based reinforcement learning (1) set-valued prediction (1) knapsack problem (1) robust overfitting (1) convolutional network (1) model-based reinforcement learning (1) computational complexity (1)

Papers

On the Clean Generalization and Robust Overfitting in Adversarial Training from Two Theoretical Views: Representation Complexity and Training Dynamics ICML 2025 Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity NeurIPS 2024 Set-valued prediction in hierarchical classification with constrained representation complexity UAI 2022