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Learning Theory

Learning theory

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Showing 226–250 of 852 papers

TitleStatusHype
A nonasymptotic law of iterated logarithm for general M-estimators—0
Automatically Score Tissue Images Like a Pathologist by Transfer Learning—0
Do you pay for Privacy in Online learning?—0
Dual VC Dimension Obstructs Sample Compression by Embeddings—0
Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition—0
Blackwell Online Learning for Markov Decision Processes—0
Effects of quantum resources on the statistical complexity of quantum circuits—0
Efficient and Accurate Estimation of Lipschitz Constants for Hybrid Quantum-Classical Decision Models—0
Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits—0
Efficient Learning of Linear Separators under Bounded Noise—0
Computational Complexity of Learning Neural Networks: Smoothness and Degeneracy—0
Efficient PAC Learning of Halfspaces with Constant Malicious Noise Rate—0
Generalization within in silico screening—0
Black-box tests for algorithmic stability—0
Empirical Risk Minimization for Time Series: Nonparametric Performance Bounds for Prediction—0
Encoding-dependent generalization bounds for parametrized quantum circuits—0
Bayesian image segmentations by Potts prior and loopy belief propagation—0
Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability—0
Anomaly detecting and ranking of the cloud computing platform by multi-view learning—0
Enhancing Pattern Classification in Support Vector Machines through Matrix Formulation—0
Ensuring Learning Guarantees on Concept Drift Detection with Statistical Learning Theory—0
Error analysis of regularized least-square regression with Fredholm kernel—0
Error Exponent in Agnostic PAC Learning—0
ERUDITE: Human-in-the-Loop IoT for an Adaptive Personalized Learning System—0
A General Characterization of the Statistical Query Complexity—0
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