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Self-Supervised Learning is Approximately Supervised Learning DisCO: Reinforcing Large Reasoning Models with Discriminative Constrained Optimization The Fair Language Model Paradox Type-II Saddles and Probabilistic Stability of Stochastic Gradient Descent Generalization Bounds for Transfer Learning with Pretrained Classifiers |