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Learning Theory

Learning theory

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TitleStatusHype
An Adaptive Clipping Approach for Proximal Policy Optimization—0
A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains—0
A Theory of Formal Synthesis via Inductive Learning—0
An Active Learning Framework for Constructing High-fidelity Mobility Maps—0
A deep learning theory for neural networks grounded in physics—0
A cognitively driven weighted-entropy model for embedding semantic categories in hyperbolic geometry—0
A Temporal Difference Reinforcement Learning Theory of Emotion: unifying emotion, cognition and adaptive behavior—0
A Systems Theory of Transfer Learning—0
A multi-source data power load forecasting method using attention mechanism-based parallel cnn-gru—0
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models—0
A Survey on Optimal Transport for Machine Learning: Theory and Applications—0
A Moment-Matching Approach to Testable Learning and a New Characterization of Rademacher Complexity—0
A deep deformable residual learning network for SAR images segmentation—0
A Survey of Quantum Learning Theory—0
Deep learning generalizes because the parameter-function map is biased towards simple functions—0
A Model of Selective Advantage for the Efficient Inference of Cancer Clonal Evolution—0
Deep Learning and Continuous Representations for Natural Language Processing—0
DeepHider: A Covert NLP Watermarking Framework Based on Multi-task Learning—0
Tight Bounds on the Hardness of Learning Simple Nonparametric Mixtures—0
Deep Fisher Kernels - End to End Learning of the Fisher Kernel GMM Parameters—0
Deep Fictitious Play for Stochastic Differential Games—0
A Sufficient Statistics Construction of Bayesian Nonparametric Exponential Family Conjugate Models—0
Deep Learning Optimization Theory - Trajectory Analysis of Gradient Descent—0
A Mathematical Theory of Learning—0
Adaptive time series forecasting with markovian variance switching—0
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