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Learning Theory

Learning theory

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Showing 76–100 of 852 papers

TitleStatusHype
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems—0
Towards a Learning Theory of Representation Alignment—0
Likelihood-Ratio Regularized Quantile Regression: Adapting Conformal Prediction to High-Dimensional Covariate Shifts—0
Scaling Law for Stochastic Gradient Descent in Quadratically Parameterized Linear Regression—0
Markets with Heterogeneous Agents: Dynamics and Survival of Bayesian vs. No-Regret Learners—0
Learning Theory for Kernel Bilevel Optimization—0
Learning Temporal Invariance in Android Malware Detectors—0
Parameter Symmetry Potentially Unifies Deep Learning Theory—0
Immersion for AI: Immersive Learning with Artificial Intelligence—0
Learning the Integral Quadratic Constraints on Plant-Model Mismatch—0
PAC Learning is just Bipartite Matching (Sort of)—0
Evidence on the Regularisation Properties of Maximum-Entropy Reinforcement Learning—0
The Pseudo-Dimension of Contracts—0
Stability and Generalization of Quantum Neural Networks—0
Singular leaning coefficients and efficiency in learning theory—0
Double descent in quantum machine learningCode0
A Closer Look at the Learnability of Out-of-Distribution (OOD) Detection—0
Testing Noise Assumptions of Learning Algorithms—0
Gradient Equilibrium in Online Learning: Theory and ApplicationsCode0
On the use of Statistical Learning Theory for model selection in Structural Health Monitoring—0
Monotonic Learning in the PAC Framework: A New Perspective—0
Practical machine learning is learning on small samples—0
A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains—0
Hardness of Learning Fixed Parities with Neural Networks—0
Outlier-Robust Linear System Identification Under Heavy-tailed Noise—0
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