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Learning Theory

Learning theory

Papers

Showing 576600 of 852 papers

TitleStatusHype
Simple to Complex Cross-modal Learning to Rank0
Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning0
Singular leaning coefficients and efficiency in learning theory0
Smoothed Online Learning is as Easy as Statistical Learning0
On the Sample Complexity of Imitation Learning for Smoothed Model Predictive Control0
CMAR-Net: Accurate Cross-Modal 3D SAR Reconstruction of Vehicle Targets with Sparse-Aspect Multi-Baseline Data0
Robust Model Selection and Nearly-Proper Learning for GMMs0
Sparsity, variance and curvature in multi-armed bandits0
Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error0
Spherical dimension0
Stabiliser states are efficiently PAC-learnable0
Stability and Generalization for Markov Chain Stochastic Gradient Methods0
Stability and Generalization of Quantum Neural Networks0
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms0
Stability and L2-penalty in Model Averaging0
Stability-based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning0
Stability Bounds for Non-i.i.d. Processes0
Statistical Complexity of Quantum Learning0
Statistical inference for quantum singular models0
Statistical Learning Theory and Linguistic Typology: a Learnability Perspective on OT's Strict Domination0
Statistical learning theory and Occam's razor: The core argument0
Statistical Learning Theory Approach for Data Classification with l-diversity0
Statistical Learning Theory for Control: A Finite Sample Perspective0
Statistical Mechanics and Artificial Neural Networks: Principles, Models, and Applications0
Learnability with Time-Sharing Computational Resource Concerns0
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