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Learning Theory

Learning theory

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Showing 76–100 of 852 papers

TitleStatusHype
A learning theory for quantum photonic processors and beyond—0
A Systems Theory of Transfer Learning—0
A Temporal Difference Reinforcement Learning Theory of Emotion: unifying emotion, cognition and adaptive behavior—0
A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains—0
Approximation in L^p(μ) with deep ReLU neural networks—0
A Learning Theory in Linear Systems under Compositional Models—0
Adaptive Frequency Band Selection for Accurate and Fast Positioning utilizing SOPs—0
A Reinforcement Learning Theory for Homeostatic Regulation—0
Barren Plateaus in Variational Quantum Computing—0
A Revision of Neural Tangent Kernel-based Approaches for Neural Networks—0
Applying statistical learning theory to deep learning—0
A Simple and General Debiased Machine Learning Theorem with Finite Sample Guarantees—0
Optimal Approximations Made Easy—0
Associative Memory in Iterated Overparameterized Sigmoid Autoencoders—0
A Statistical Learning Based System for Fake Website Detection—0
A Statistical Learning Theory Framework for Supervised Pattern Discovery—0
A Machine Learning Theory Perspective on Strategic Litigation—0
Applications of the Theory of Aggregated Markov Processes in Stochastic Learning Theory—0
On the Existence of Simpler Machine Learning Models—0
A Sufficient Statistics Construction of Bayesian Nonparametric Exponential Family Conjugate Models—0
Tight Bounds on the Hardness of Learning Simple Nonparametric Mixtures—0
Unsupervised parameter selection for denoising with the elastic net—0
A Survey of Quantum Learning Theory—0
A Survey on Optimal Transport for Machine Learning: Theory and Applications—0
A PAC Approach to Application-Specific Algorithm Selection—0
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