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Learning Theory

Learning theory

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Showing 701–725 of 852 papers

TitleStatusHype
Learning Theory and Algorithms for Revenue Management in Sponsored Search—0
Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization—0
A Learning Theory in Linear Systems under Compositional Models—0
A Tour of Reinforcement Learning: The View from Continuous ControlCode0
Localized Structured Prediction—0
Interpreting Deep Learning: The Machine Learning Rorschach Test?—0
Universality of Deep Convolutional Neural Networks—0
Deep learning generalizes because the parameter-function map is biased towards simple functions—0
Computing the Shattering Coefficient of Supervised Learning Algorithms—0
Learning-Based Compressive MRI—0
An Adaptive Clipping Approach for Proximal Policy Optimization—0
Beyond the Low-Degree Algorithm: Mixtures of Subcubes and Their Applications—0
Generalization and Expressivity for Deep Nets—0
Dimension-free Information Concentration via Exp-Concavity—0
The wisdom of networks: A general adaptation and learning mechanism of complex systems: The network core triggers fast responses to known stimuli; innovations require the slow network periphery and are encoded by core-remodeling—0
Generalization in Machine Learning via Analytical Learning TheoryCode0
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks—0
Generalization Error Bounds for Noisy, Iterative Algorithms—0
Multi-label Learning for Large Text Corpora using Latent Variable Model with Provable Gurantees—0
Statistical Learning Theory and Linguistic Typology: a Learnability Perspective on OT's Strict Domination—0
Convergence of Gradient EM on Multi-component Mixture of Gaussians—0
Experimental learning of quantum states—0
Providing theoretical learning guarantees to Deep Learning Networks—0
On Communication Complexity of Classification Problems—0
FADO: A Deterministic Detection/Learning Algorithm—0
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