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Learning Theory

Learning theory

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Showing 176–200 of 852 papers

TitleStatusHype
Coordination of Damping Controllers: A Novel Data-Informed Approach for Adaptability—0
Corpus-Based Computation of Reverse Associations—0
Contextual Search in the Presence of Adversarial Corruptions—0
Credal Learning Theory—0
Credit Assignment: Challenges and Opportunities in Developing Human-like AI Agents—0
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks—0
Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise—0
Data-Driven Breakthroughs and Future Directions in AI Infrastructure: A Comprehensive Review—0
A Statistical Learning Theory Framework for Supervised Pattern Discovery—0
A Machine Learning Theory Perspective on Strategic Litigation—0
Data Selection for ERMs—0
Maximum-Likelihood Quantum State Tomography by Soft-Bayes—0
A General Control-Theoretic Approach for Reinforcement Learning: Theory and Algorithms—0
Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension—0
On the Existence of Simpler Machine Learning Models—0
Borsuk-Ulam and Replicable Learning of Large-Margin Halfspaces—0
Deep Fisher Kernels - End to End Learning of the Fisher Kernel GMM Parameters—0
DeepHider: A Covert NLP Watermarking Framework Based on Multi-task Learning—0
Deep Learning and Continuous Representations for Natural Language Processing—0
A nonasymptotic law of iterated logarithm for general M-estimators—0
Deep learning generalizes because the parameter-function map is biased towards simple functions—0
A Survey of Quantum Learning Theory—0
Deep Learning Optimization Theory - Trajectory Analysis of Gradient Descent—0
A Survey on Optimal Transport for Machine Learning: Theory and Applications—0
Blackwell Online Learning for Markov Decision Processes—0
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