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Learning Theory

Learning theory

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Showing 826–850 of 852 papers

TitleStatusHype
Binary Excess Risk for Smooth Convex Surrogates—0
Binary Iterative Hard Thresholding Converges with Optimal Number of Measurements for 1-Bit Compressed Sensing—0
Black-box tests for algorithmic stability—0
Blackwell Online Learning for Markov Decision Processes—0
Borsuk-Ulam and Replicable Learning of Large-Margin Halfspaces—0
Bounding Embeddings of VC Classes into Maximum Classes—0
Bridging the Gap Between Approximation and Learning via Optimal Approximation by ReLU MLPs of Maximal Regularity—0
Cancer Progression as a Learning Process—0
Chaos and Complexity from Quantum Neural Network: A study with Diffusion Metric in Machine Learning—0
Characterizing the Generalization Error of Gibbs Algorithm with Symmetrized KL information—0
CIM: Class-Irrelevant Mapping for Few-Shot Classification—0
Coarse-Refinement Dilemma: On Generalization Bounds for Data Clustering—0
CODA: A COst-efficient Test-time Domain Adaptation Mechanism for HAR—0
Coded Computing for Resilient Distributed Computing: A Learning-Theoretic Framework—0
Collaborative prediction with expert advice—0
Comparative Learning: A Sample Complexity Theory for Two Hypothesis Classes—0
Compression based bound for non-compressed network: unified generalization error analysis of large compressible deep neural network—0
Compression, Generalization and Learning—0
Compressive Learning for Semi-Parametric Models—0
Computabilities of Validity and Satisfiability in Probability Logics over Finite and Countable Models—0
Computable learning of natural hypothesis classes—0
A Domain-Knowledge-Aided Deep Reinforcement Learning Approach for Flight Control Design—0
Computing the Shattering Coefficient of Supervised Learning Algorithms—0
Conformal Predictions for Probabilistically Robust Scalable Machine Learning Classification—0
Conformal Shield: A Novel Adversarial Attack Detection Framework for Automatic Modulation Classification—0
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