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Learning Theory

Learning theory

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Showing 726–750 of 852 papers

TitleStatusHype
Spherical dimension—0
Stabiliser states are efficiently PAC-learnable—0
Stability and Generalization for Markov Chain Stochastic Gradient Methods—0
Stability and Generalization of Quantum Neural Networks—0
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms—0
Stability and L2-penalty in Model Averaging—0
Stability-based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning—0
Stability Bounds for Non-i.i.d. Processes—0
Statistical Complexity of Quantum Learning—0
Statistical inference for quantum singular models—0
Statistical Learning Theory and Linguistic Typology: a Learnability Perspective on OT's Strict Domination—0
Statistical learning theory and Occam's razor: The core argument—0
Statistical Learning Theory Approach for Data Classification with l-diversity—0
Statistical Learning Theory for Control: A Finite Sample Perspective—0
Statistical Mechanics and Artificial Neural Networks: Principles, Models, and Applications—0
Learnability with Time-Sharing Computational Resource Concerns—0
Striking a Balance: An Optimal Mechanism Design for Heterogenous Differentially Private Data Acquisition for Logistic Regression—0
Structural Return Maximization for Reinforcement Learning—0
Structure of Artificial Neural Networks -- Empirical Investigations—0
Deep Learning with CNNs: A Compact Holistic Tutorial with Focus on Supervised Regression (Preprint)Code0
Deep Learning without Poor Local MinimaCode0
An Analytic Framework for Robust Training of Artificial Neural NetworksCode0
Learning Curves for SGD on Structured FeaturesCode0
Learning invariant representations of time-homogeneous stochastic dynamical systemsCode0
Learning curves for the multi-class teacher-student perceptronCode0
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