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Learning Theory

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Showing 351–375 of 852 papers

TitleStatusHype
Generalization Error Bounds Via Rényi-, f-Divergences and Maximal Leakage—0
Collaborative prediction with expert advice—0
Improving Generalization of Sequence Encoder-Decoder Networks for Inverse Imaging of Cardiac Transmembrane Potential—0
Improving Noise Robustness through Abstractions and its Impact on Machine Learning—0
Incomplete Multi-view Multi-label Classification via a Dual-level Contrastive Learning Framework—0
Inductive supervised quantum learning—0
Inference in Sparse Graphs with Pairwise Measurements and Side Information—0
Inferring Ingrained Remote Information in AC Power Flows Using Neuromorphic Modality Regime—0
Another Look at DWD: Thrifty Algorithm and Bayes Risk Consistency in RKHS—0
A Learning Theoretic Perspective on Local Explainability—0
Information Science Principles of Machine Learning: A Causal Chain Meta-Framework Based on Formalized Information Mapping—0
Information-Theoretic Analysis of Minimax Excess Risk—0
Information-theoretic generalization bounds for learning from quantum data—0
Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization—0
Generalization Error Bounds for Noisy, Iterative Algorithms—0
Integrated analysis of the urban water-electricity demand nexus in the Midwestern United States—0
Interplay between depth of neural networks and locality of target functions—0
Analyzing Data Selection Techniques with Tools from the Theory of Information Losses—0
Generalization Error Bounds for Learning under Censored Feedback—0
Intrinisic Gradient Compression for Federated Learning—0
Coded Computing for Resilient Distributed Computing: A Learning-Theoretic Framework—0
Generalization Error Analysis for Sparse Mixture-of-Experts: A Preliminary Study—0
CODA: A COst-efficient Test-time Domain Adaptation Mechanism for HAR—0
A Note on the Chernoff Bound for Random Variables in the Unit Interval—0
Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints—0
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