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Generalization Bounds

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TitleStatusHype
Representation and Regression Problems in Neural Networks: Relaxation, Generalization, and Numerics—0
On Generalization Bounds for Neural Networks with Low Rank Layers—0
Smart Predict-then-Optimize Method with Dependent Data: Risk Bounds and Calibration of Autoregression—0
Multi-View Majority Vote Learning Algorithms: Direct Minimization of PAC-Bayesian Bounds—0
Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs—0
A Convex Relaxation Approach to Generalization Analysis for Parallel Positively Homogeneous Networks—0
Generalization Bounds via Conditional f-InformationCode0
Robust Model Evaluation over Large-scale Federated Networks—0
On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds—0
On Cold Posteriors of Probabilistic Neural Networks: Understanding the Cold Posterior Effect and A New Way to Learn Cold Posteriors with Tight Generalization GuaranteesCode0
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