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Learning Theory

Learning theory

Papers

Showing 411420 of 852 papers

TitleStatusHype
Universal Online Learning with Unbounded Losses: Memory Is All You Need0
Deep Learning Optimization Theory - Trajectory Analysis of Gradient Descent0
Understanding Few-Shot Multi-Task Representation Learning Theory0
Universal Online Learning: an Optimistically Universal Learning Rule0
On generalization bounds for deep networks based on loss surface implicit regularizationCode0
Formal models of memory based on temporally-varying representations0
Envisioning Future Deep Learning Theories: Some Basic Concepts and Characteristics0
A cognitively driven weighted-entropy model for embedding semantic categories in hyperbolic geometry0
Regularized Modal Regression on Markov-dependent Observations: A Theoretical Assessment0
Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks0
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